Weakly Supervised Classifiers with Adversarial Training

Physical Sciences

Sanha Cheong

[report] [poster]

Characterizing Data-Driven Disease Phenotypes in Mental Health

Life Sciences

Scott Lanyon Fleming

[report] [poster]

Bikeshare demand prediction

Other / General Machine Learning

Zhaonan Qu

[report] [poster]

Predicting Grocery Sales with Deep Residual Nets and Embedding

Finance & Commerce

Alexia Xu

[report] [poster]

DeepFire - AI Synthesized Rap

Audio & Music

Justin Dieter, Jonathan Zwiebel, Alp Turhan Ozturk

[report] [poster]

Music Genre Classification via Machine Learning

Audio & Music

Zhiwei Gu, Li Guo, tianchi liu

[report] [poster]

Recommendation System and Retail Investors' Trading Behavior

General Machine Learning

Yueyang Liu

[report] [poster]

Automated Curriculum Learning

Other / General Machine Learning

Nimit Sohoni, Rahul Sunil Palamuttam, Halwest Mohammad

[report] [poster]

Identification of the correct hard-scatter vertex at the Large Hadron Collider

Physical Sciences

Pratik Kumar, Neel Mani Singh

[report] [poster]

Using Capsule Networks to Disarm Adversarial Attacks

Computer Vision

Tanay Nilesh Kothari, Sahaj Garg, Jordan Alexander

[report] [poster]

Disease Protein Prediction using Network Embeddings and the Gene Ontology

Life Sciences

E. Sabri Eyuboglu, Pierce Barrett Freeman

[report] [poster]

Understanding City Demographics from Local Business Activity

Other / General Machine Learning

Vincent Chen, Dan Xiaoyu Yu

[report] [poster]

Using Bitcoin Pricing Data to Create a Profitable Algorithmic Trading Strategy

Finance & Commerce

Dhruv Medarametla, Justin Xu

[report] [poster]

Machine Learning Prediction of Molecular Structure Given Corresponding Spectra

Physical Sciences

Sophia Chen, Yanbing Zhu, Michael Chen

[report] [poster]

Optimized Recurrent Neural Network Story Generator

General Machine Learning

Cong Ye, David Dachun Wang

[report] [poster]

Sleep Prediction Using Consumer Wearable Devices

Athletics & Sensing Devices

Miguel Garcia

[report] [poster]

Abnormal Combustion Detection in a Compression Ignition Engine

Other / General Machine Learning

Yasin Buyukalp, Burak Yunus Cetin

[report] [poster]

An AI Approach to Automatic Natural Music Transcription

Audio & Music

Karey Shi, Michael Bereket

[report] [poster]

Pri-Matrix Factorization: Automated Species Tagging in Video Clips

Computer Vision

Niranjan Balachandar, Jiwoo Lee, Andrew Chen

[report] [poster]

Extracting Tactics from Cybersecurity Articles

Natural Language

Jakub Smola

[report] [poster]

Unsupervised Face Recognition in Television News Media

Computer Vision

Cherry Zou, Matthew Sun, Anirudh Jain

[report] —

Predicting Sequence-Activity Relationships Among Antimicrobial Peptides (AMPs)

Life Sciences

Deepti Kannan, Vinh Quang Nguyen

[report] [poster]

Semi-supervised Learning for Multi-label Classification

Computer Vision

Liyue Shen, Ruiyang Song

[report] [poster]

Finding Sarcasm in Reddit Postings: A Deep Learning Approach

Natural Language

Ruchir Shah, Nick Naixuan Guo

[report] [poster]

Fake News Detection

Natural Language

Ayush Singhania, Devyani Choudhary, Sohan Mone

[report] [poster]

Predicting Diabetes Readmittance

Life Sciences

Christina Ashley Pan, Charlie Xu, Stephone Christian

[report] [poster]

EmotiGAN

Computer Vision

Marcel A Puyat

[report] [poster]

Identification of the correct hard-scatter vertex at the Large Hadron Collider

Physical Sciences

Pratik Kumar, Neel Mani Singh

[report] [poster]

Questions of Bias and Fairness in Using Machine learning for risk assessment

Claudia McKenzie

[report] [poster]

Understanding the mechanical stability of wellbores using machine learning

Physical Sciences

Reza Rastak

[report] [poster]

Deep Imitation Learning for Playing Real Time Strategy Games

Computer Vision

Jeffrey James Barratt, Chuanbo Pan

[report] [poster]

Time Series Sales Forecasting

Finance & Commerce

James Juin Pao, Danielle Sullivan

[report] [poster]

Predicting Restaurants’ Rating and Popularity based on Yelp Dataset

Finance & Commerce

Anran Lu, Yiwen Guo, Zeyu Wang

[report] [poster]

Balancing Classifier Fairness with Public Safety in Traffic Stops

Other / General Machine Learning

Jaydeep Singh, Kuhan Jeyapragasan, Vikul Gupta

[report] [poster]

Using Convolutional Embeddings of Large Graphs to Improve Category Classification for Amazon Items

Other / General Machine Learning

Joseph Lee, Yaqing Li, Fengjiao Lyu

[report] [poster]

Predicting CS106 Office Hours Queuing Times

Other / General Machine Learning

Brahm Capoor, Michael Andreas Troute, Nick Troccoli

[report] [poster]

Music Composition Using Classification Algorithms

Audio & Music

Peter Wang

[report] [poster]

Adversarial Touch Dynamics

Other / General Machine Learning

Sean Patrick Curran

[report] [poster]

Automated Semantic Segmentation of Volumetric Cardiovascular Features and Disease Assessment

Life Sciences

Tony Lindsey, Shaw Lu, Mojtaba Tefagh

[report] [poster]

A neural network approach for predicting urban building energy consumption

Life Sciences

Alex Nutkiewicz, Rohan Aras, Max O'Krepki

[report] [poster]

Modeling approaches for time series forecasting and anomaly detection

Other / General Machine Learning

Madhu Pandey, Shuyang Du, Carrie Xing

[report] [poster]

Weather-driven predictions of solar energy

Physical Sciences

Adele Kuzmiakova, Gael Gurvan Colas, Alex McKeehan

[report] [poster]

Old Image De-nosing and Auto-colorization Using Linear Regression and Multilayer Perceptron Models

Computer Vision

Junkyo Suh, Aravindh Kumar, Koosha Nazif

[report] [poster]

Real-time Image Style Transfer

Computer Vision

Zhaoyou Wang, Zhaoheng Guo, Sophia Lu

[report] [poster]

Cardiovascular disease prediction: a novel risk stratification tool

Life Sciences

Stelios Serghiou

[report] [poster]

Predictive Analytics for Demand forecasting in Retail

Finance & Commerce

Shuyu Mao, Shravan Surineni

[report] [poster]

Forage: Machine Learning Generated Recipes

Natural Language

Brian Zhang, Angelica Willis, Elbert Lin

[report] [poster]

Clustering the Ethereum Blockchain Address Space

Finance & Commerce

Jack Payette, Samuel Roland Schwager, Joseph Murphy

[report] [poster]

Deep Learning Approach to Accent Recognition

Audio & Music

Edmund Mok, Leon An Sheng Mak

[report] [poster]

Vid2speed

Computer Vision

Ben Penchas, Tobin Bell, Marco Antonio Ximenes Rego Monteiro

[report] [poster]

Controllable text generation

Natural Language

Boris Borisovich Kovalenko

[report] [poster]

Automated identification of crystal system from XRD pattern

Physical Sciences

Rohit Prasanna

[report] [poster]

Learning the Language of Wine

Natural Language

David Tagliamonti, Aaron Effron, Alyssa Ferris

[report] [poster]

Building Effective Goal-Oriented Dialogue Agents

Natural Language

Derek Chen

[poster]

When to Book: Predicting Flight Pricing

Finance & Commerce

Qiqi Ren

[report] [poster]

Defeating the Invaders with Deep Reinforcement Learning

Theory & Reinforcement Learning

Christian Lamar Martinez Nieves

[report] [poster]

Machine Translation from Inuktitut to English: Parsing Strategy

Natural Language

Christopher Liu, Brian Wang, Yao Yang

[report] [poster]

Generating Groove: Predicting Jazz Harmonization

General Machine Learning

Nicholas Bien, Lincoln Valdez

[report] [poster]

Voice Commands Recognition with Convolution Neural Network

Audio & Music

Zixuan Zhou, Xuejiao Li

[report] [poster]

Predicting Cellular Networks

Life Sciences

Cole Edward Grandel

[report] [poster]

Topological data analysis of convolutional neural networks' weights on images

Computer Vision

Rickard Bertil Bruel Gabrielsson

[report] [poster]

Predicting Insurance Risk in Brazil

Finance & Commerce

Laura Zhang, Dixee Kimball, Matthew Millican

[report] [poster]

Sentiment Classification on Steam Reviews

Natural Language

Rohan Bais, Seyla Ou, Pascal Aringo Odek

[report] [poster]

Fake News Stance Detection

Natural Language

Xiaowei Wu, Sizhu Cheng, Zixian Chai

[report] [poster]

Ship Classification Using an Image Dataset

Computer Vision

Burak Bartan, Okan Atalar

[report] [poster]

Rise and Fall: An Autoregressive Approach to Pairs Trading

General Machine Learning

Bora Uyumazturk, Vasco Portilheiro

[report] [poster]

Iceberg/ship classifier using satellite data

Computer Vision

Jun Li, Atharva Parulekar, Dhruv Samant

[report] [poster]

Multilabel Tagging System for Yelp Restaurant

Computer Vision

Haomin Peng, Boning Huang, Yiqing Ding

[report] [poster]

Modeling and Understanding the evolution of innovation in academia

Finance & Commerce

Magie Cheng, Aiden Wang, Lantao Mei

[report] [poster]

Direction Decoder for Brain Computer Interfaces

Life Sciences

Jinhie Skarda, Sean Metzger

[report] [poster]

Reproduce and Explore Variations of SNAPSHOT ENSEMBLES

Theory & Reinforcement Learning

Jiyang Li, Jin Xi

[report] [poster]

Appliance Specific Power Usage Classification & Disaggregation

Physical Sciences

Srinikaeth Thirugnana sambandam, Ejeong Baik, Jason Hu

[report] [poster]

Automatic Melody Transcription

Audio & Music

Bingbin Liu, Laetitia Shaw, Xiaoyan Wu

[report] [poster]

Deep Reinforcement Learning for Games with Sparse Rewards

Theory & Reinforcement Learning

Akhila Yerukola, Ashwini Pokle, Megha Jhunjhunwala

[report] [poster]

Temporal Poverty Prediction in Developing Countries Using Satellite Imagery

Computer Vision

Ruchir Rastogi

[report] [poster]

Predicting Oil Prices

Finance & Commerce

Jeffrey Paul Hale

[report] [poster]

Predicting Ethereum Price Changes

Finance & Commerce

Mila Schultz, Matthew Ian Walter Chen, Neha Narwal

[report] [poster]

To stay or not to stay? Predicting music subscription cancellations

Audio & Music

Akshay Subramaniam, Man Long Wong, Sravya Nimmagadda

[report] [poster]

Applying Minimal Effort Backpropagation to Sparsify Different Neural Networks

Other / General Machine Learning

Nithin Kannan, Enrique De Alba, Eric Kim

[report] [poster]

Crop Classification with Multi-Temporal Satellite Imagery

Life Sciences

Rose Marie Rustowicz

[report] [poster]

Explaining and Predicting Price-Spikes in Real-Time Electricity Markets

Finance & Commerce

Christian Brown, Greg Alan Von Wald

[report] [poster]

What does change in US food prices tell us about the economics of the food market from 2002 to 2006?

Finance & Commerce

Wanyi Li

[report] [poster]

Detecting Thoracic Diseases from Chest X-Ray Images

Life Sciences

Mariam Adel Y A Alawadi, Binit Topiwala, Hari Prasad

[report] [poster]

Real Time Tennis Match Prediction Using Machine Learning

Athletics & Sensing Devices

Yi Zhong, Yang "Eddie" Chen, Yubo Tian

[report] [poster]

Wildfire Prediction

Physical Sciences

Rysen Otomo, Cuthbert Sun, Eliza Klyce

[report] [poster]

Subject Measures Prediction from Human fMRI Imaging

Life Sciences

Zhijie Chen

[report] [poster]

Satellite images segmentation for building detection using U-net

Computer Vision

Guillaume Chhor, Ianis Bougdal-Lambert, Cristian Bartolome Aramburu

[report] [poster]

From Zero to Hero with F-Zero

Theory & Reinforcement Learning

Stephanie Wang, Michael Brennan

[report] [poster]

Supervised Learning for Autonomous Driving

Computer Vision

Greg Katz, Abhishek Roushan, Abhijeet Shenoi

[report] [poster]

Position Estimation for Control of a Partially Observable Linear Actuator

Athletics & Sensing Devices

Ethan Li, Arjun Arora

[report] [poster]

Translating a Picture of Math to LaTeX

Computer Vision

Adam Jensen, Henrik Marklund

[report] [poster]

Affordable Self Driving Cars and Robots with Pixel by Pixel Segmentation

Computer Vision

Jeff Bojun Chen, Gaurav Bansal, Evan Darke

[report] [poster]

Real-time Emotion Recognition From Facial Expressions

Computer Vision

Minh-An Quinn, Gui Reis, Grant Sivesind

[report] [poster]

Terrain Classification for Off-Road Driving

Computer Vision

Kelly Shen, Simon Pierre Marie Le Cleac'h, Michael Kelly

[report] [poster]

Modelling Student Performance in Massive Online Classes.

Other / General Machine Learning

Joseph Likhuva Okonda

[report] [poster]

Visual question anwering with attention

Computer Vision

Juanita Ordonez

[report] [poster]

Exploring Predictors of Team Success in Ultimate Frisbee: An Analysis of Game Statistics for Stanford Women's Ultimate

Athletics & Sensing Devices

Caitlin Go

[report] [poster]

Predicting the movie popularity using user-identified tropes

Other / General Machine Learning

Dennis Jeong, Amy Jin Xu

[report] [poster]

Predicting Clinical Parameters For Recognition Of Gait Disorder

Other / General Machine Learning

Mehrad Moradshahi, Soheil Esmaeilzadeh, Ouassim Khebzegga

[report] [poster]

Application of Machine Learning Algorithms to Predict Flight-Delay

Other / General Machine Learning

Navaneeth Jamadagni, Nathalie Dominique Kuhn

[report] [poster]

Classification of single-crystal diffuse scattering images

General Machine Learning

Zhen Su

[report] [poster]

Predicting County Level Cost Differences for Treating Chronic Obstructive Pulmonary Disease

Finance & Commerce

Jonathan Lin, Aileen Wang, Michael Lee Smith

[report] [poster]

Tracking #metoo on Twitter to predict engagement

Other / General Machine Learning

Ana Tarano, Dana Kimberly Murphy

[report] [poster]

Music transcription using deep learning

Audio & Music

Liang Yang, Luoqi Li, Zhongyuan Ni

[report] [poster]

Grapheme to phoneme conversion for Dutch

Natural Language

Brian Hicks, Enze Chen, Minjia Zhong

[report] [poster]

Genre Classification of Spotify Songs using Lyrics, Audio Previews, and Album Artwork

Audio & Music

Tyler Dammann, Kevin Charles Haugh

[report] [poster]

End-to-End Models for Task-Oriented Gameplay in Minecraft with Deep Reinforcement Learning

Theory & Reinforcement Learning

Ali-Kazim Zaidi

[report] [poster]

Clustering and Classifying Autism to Improve Diagnosis and Research

Life Sciences

Rachael Aikens, Brianna Gail Kozemzak

[report] [poster]

Optum: Investigating Links between the Immune System and the Brain

Life Sciences

Guhan Venkataraman, Alex Chu, Tymor Hamamsy

[report] [poster]

Reinforcement Learning for Neural Network Architecture

Theory & Reinforcement Learning

Leslie Lei

[report] [poster]

Survey Analysis of Machine Learning Methods for Natural Language Processing for MBTI Personality Type Prediction

Natural Language

Brandon Bicheng Cui, Calvin Qi

[report] [poster]

Mooc Dropout Prediction

General Machine Learning

Jason Yang

[report] [poster]

Run. Reward. Repeat.

Theory & Reinforcement Learning

Amy Chou, Victoria Tsai, Rory Lipkis

[report] [poster]

Unwrapping Multi-Passed Images

Life Sciences

Stewart Alexander Koppell

[report] [poster]

Does Your Phone Know Your Touch?

Computer Vision

David Zucker, JC Charles Peruzzi, Philip Andrew Wingard

[report] [poster]

Applying Different Machine Learning Models to Predict Breast Cancer Risk

Life Sciences

Vera Xu, Qiongjia Xu

[report] [poster]

Automatic colorization for line arts

Computer Vision

Baige Liu, Yang Wang, Alexander Fu

[report] [poster]

Automated Playlist Generation

Audio & Music

Kade Keith, Demetrios Fassois

[report] [poster]

Machine Learning to Inform Breast Cancer Post-Recovery Surveillance

Life Sciences

Maxwell Harrison Stoller Allman, Jamie Kang , Lin Fan

[report] [poster]

Predicting global gene expression from chromatin accessibility in the developing mammalian forebrain

Life Sciences

Robin Yeo, Andrew McKay

[report] [poster]

Machine Learning for Professional Tennis Match Prediction and Betting

General Machine Learning

Andre Cornman, Grant Spellman, Daniel Wright

[report] [poster]

Generative Modeling of Aggregated Musical Preferences

Audio & Music

Joe Lou, Milind Jagota, Erik Jones

[report] [poster]

Digital Image Denoising

Computer Vision

Thomas Liu

[report] [poster]

Music Genre Classification

Audio & Music

Chunya Hua

[report] [poster]

Automated Transcript Generation for Video Conferences

Audio & Music

Kar Heng Nikolas Basil Lee, Jay Yong

[report] [poster]

Predicting Hard Disk Drive Failures

Other / General Machine Learning

Juan Camacho, Wendy Li, Ivan Suarez

[report] [poster]

Proactive Storage Management to Reduce Data Center Downtime

Other / General Machine Learning

Ji Eun Jang, Guanghua Shu

[report] [poster]

DISCo: Detecting Insults in Social Commentary

Natural Language

Amita Kamath, Suvadip Paul, Jayadev Bhaskaran

[report] [poster]

Prediction of microscale droplet instability in concentrated emulsion

Physical Sciences

Davis Wenham Hoffman

[poster]

Search for Informative Coding in Neural Activity Correlations

Life Sciences

Omer Hazon, Vasily Kruzhilin

[report] [poster]

Predict the Likelihood of Responding to Direct Mail Campaign in Consumer Lending Industry

Finance & Commerce

Jincheng Cao

[report] [poster]

Reinforcement Learning for Robotic Locomotion

Theory & Reinforcement Learning

Bo Liu, Huanzhong Xu, Songze Li

[report] [poster]

Understanding Travel to Airports in NYC

Life Sciences

Sierra Gentry, Dominik Tobias Schunack

[report] [poster]

Clustering Startups Based on Customer-Value Proposition

Finance & Commerce

Daniel Semeniuta, Meeran Ismail

[report] [poster]

Convex Optimization For Machine Learning (cvx4ml)

Other / General Machine Learning

Konstantin Pavlovich Burlachenko

[report] [poster]

Improving Human-in-the-Loop Optimization Algorithms using Machine Learning Techniques

Athletics & Sensing Devices

Katie Poggensee Poggensee, Thu Nguyen, Guan Rong Tan

[report] [poster]

Feature ​​Extraction ​in Satellite Imagery​ Using Support Vector​ ​Machines

Computer Vision

Kevin Culberg, Kevin Fuhs

[report] [poster]

Allstate Insurance Claims Severity: A Machine Learning Approach

Finance & Commerce

Rajeeva Gaur, Hongyi Wang, Jeff Pickelman

[report] [poster]

Clustering-Based Diversification in Financial Portfolios

Finance & Commerce

Carolyn Soo

[poster]

When to Stop-and-Frisk

Other / General Machine Learning

Madeline Saviano, Sarah Tieu

[report] [poster]

Authorship Attribution with Limited Text

Natural Language

Coline Nantermoz, Eric Gonzalez, Luke Chen

[report] [poster]

Smart Recipe Measurements with Learned Volume Prediction

Physical Sciences

Samantha Maticka, Kurt Nelson

[report] [poster]

Crafting Adversarial Attacks on RNNs

Other / General Machine Learning

Mark Matthew Anderson, Andy Bartolo, Pulkit Tandon

[report] [poster]

Generate Adversarial Attacks

Other / General Machine Learning

Li Cai, Mark Liu

[report] [poster]

Functional Data Analysis for Rain Rate Statistics

Physical Sciences

Paul Masami Aoki

[report] [poster]

Learning to drive in a basic OpenAI simulator

Other / General Machine Learning

Philippe Fraisse

[report] [poster]

Efficient and accurate time-integration of combustion chemical kinetics using artificial neural networks

Physical Sciences

Terry Peng, Nico Hunter Pinkowski

[report] [poster]

Price Prediction Evolution: from Economic Model to Machine Learning

Finance & Commerce

Hugh Ren, Xiangguang Zheng, Erico Cruz Lemus

[report] [poster]

Predicting Song Genre from Lyrics and Fast Fournier Transforms

Audio & Music

Jayen Ram, Daniel Alexander Salz

[report] [poster]

Short time horizon solar power forecasting

Physical Sciences

Bennet Meyers, Julio Hoffimann Mendes

[report] [poster]

Adaptive Multi-Agent Path Planning for Distributed UAV Systems

Physical Sciences

Lloyd Maza, Cameron McMillan

[report] [poster]

When Was it Written?

Natural Language

Joseph Bakarji, Dimitrios Belivanis, Sepehr Ghazi Nezami

[report] [poster]

Playing CHIP-8 Game with Reinforcement Learning

Theory & Reinforcement Learning

Samuel Rogers, Patrick DeMichele, Niven Achenjang

[report] [poster]

Classification Models of Driving Distraction: Analysis and Comparison

Computer Vision

Taiming Zhang, Liuming Zhao, Lingzi Guo

[report] [poster]

Converting Handwritten Mathematical Expressions into LATEX

General Machine Learning

Norah Borus, Amit Schechter, William Taylor Bakst

[report] [poster]

Unsupervised Cross-Domain Image Generation

Computer Vision

Xinru Hua, Davis Winston Rempe, Haotian Zhang

[report] [poster]

Predicting Politician NRA Ratings from Campaign Speeches

Natural Language

Julia Olivieri, Allison Koenecke, Anqi Ji

[report] [poster]

Semantic Segmentation of 3D Particle Interaction Data Using Fully Convolutional DenseNet

Physical Sciences

Zhilin Jiang, Ji Won Park, Aldo Gael Carranza

[report] [poster]

Image Control of the Inverted Pendulum

Theory & Reinforcement Learning

Nicholas Tan, Erik Christian Augustine, Sean Fitzgerald

[report] [poster]

AKI Prediction

Life Sciences

Mia Kanzawa, Rohan Paul, Nielson Weng

[report] [poster]

Reinforcement learning for PACMAN

Theory & Reinforcement Learning

Abeynaya Gnanasekaran, Jordi Feliu Fab, Jing An

[report] [poster]

Application of Deep Learning to Algorithmic Trading

Finance & Commerce

Sabrina(Yatong) Chen, Guanting Chen, Takahiro Fushimi

[report] [poster]

Multi-class classification via proximal mirror descent

Other / General Machine Learning

Dasha Reshetova

[report] [poster]

I Spot A Bot

Other / General Machine Learning

Jessica Wetstone, Sahil Nayyar

[report] [poster]

Optimizing Downsampling in Variable Density Experimental Data: Predicting Metallic Glasses

Physical Sciences

Cooper Elsworth, Brenna Marie Gibbons

[report] [poster]

Exploring 3D Convolutional Neural Networks for Lung Cancer Detection in 3D CT Volumes

Life Sciences

Shubhang Desai

[report] [poster]

What's for Dinner? Recommendations in Online Grocery Shopping

Finance & Commerce

Skip Perry, Alan Flores-Lopez, Poorvi Bhargava

[report] [poster]

Bilateral Trade Flow Prediction

Finance & Commerce

Sonia Circlaeys, Chaitanya Kanitkar, Daiki Kumazawa

[report] [poster]

Pathological Lymph Node Classification

Life Sciences

Michael Mariscal, Jonathan Austin Booher, Ashwini Ramamoorthy

[report] [poster]

Learning How People Respond to Changes in Energy Prices

Other / General Machine Learning

Andrew Sonta, Jonathan Roth, Ben Chuah Lim

[report] [poster]

Recipe for Success

Other / General Machine Learning

Zack Cinquini, James Ordner, Benjamin Share

[report] [poster]

Dynamic Portfolio Optimization Using Evolution Strategy

Finance & Commerce

Charles Xu, Kexin Yu

[report] [poster]

Classifying Entorhinal Cortex Neuronal Cell Types in Virtual Reality

Life Sciences

Mark Houston Plitt, Malcolm Campbell

[report] [poster]

Auto Generation of Arabic News Headlines

Natural Language

Saud Alsaif, Omar Alhadlaq, Yaya Khoja

[report] [poster]

Language Identification Using Neural Networks

Audio & Music

Justin Pyron, Andrew Brian Deveau, Julien Boussard

[report] [poster]

Inverted Pendulum on a Quadcopter: A Reinforcement Learning Approach

Physical Sciences

Javier Sagastuy Brena, Alexandre El Assad, Elise Fournier-Bidoz, Pierre Lachevre

[report] [poster]

Machine Learning Models for Inverse Power Flow in the Electricity Grid

Other / General Machine Learning

Thomas Mark Gill, Siobhan Powell, Jen Cardona

[report] [poster]

Fast or Furious? - User analysis of SF Express Inc

Other / General Machine Learning

Karen Zhao, Gege Wen, Yiyuan Zhang

[report] [poster]

Fire Prediction in Southeast Asia Using Remote Sensing

Physical Sciences

Krishna Rao, Sally Zhen

[report] [poster]

Breaking CAPTCHA Using Deep Learning

Computer Vision

Nathan Zhiwen Zhao, Yi Liu, Yijun Jiang

[report] [poster]

Numerical Optimization on a Perturbed Cost Function

Theory & Reinforcement Learning

Scott Henry Reid

[report] [poster]

Black Lives Matter: Clustering As a Way of Analyzing Online Discussions Around Race

Natural Language

Omar Sow

[report] [poster]

Face Generation with Conditional Generative Adversarial Networks

Computer Vision

Marcella Cindy Prasetio, Xuwen Cao, Subramanya Rao Dulloor

[report] [poster]

Playing DOOM with Deep Reinforcement Learning

Theory & Reinforcement Learning

Tushar Dhoot, Daniyal Khan, Ben Robert Konyi

[report] [poster]

Multiview Human Synthesis From a Singleview

Computer Vision

Honghao Qiu, Si Wen, Tiancong Zhou

[report] [poster]

"Do I Hear 3NT?": Learning a Bridge Bidder

Other / General Machine Learning

Greg White

[report] [poster]

Techniques for Optimizing Information Exchange in Educational Settings: Stackexchange as Case Study

Other / General Machine Learning

Andrew Slottje, Kevin Chen, Nurbek Tazhimbetov

[report] [poster]

Voice Transmogrifier: Spoofing My Girlfriend's Voice

Audio & Music

Ajay Shanker Tripathi

[report] [poster]

Speech Accent Identification

Audio & Music

Corey Tze-chung Shih

[report] [poster]

Prediction of Cellular Service Quality

Physical Sciences

Max Cooper Minichetti

[report] [poster]

Projecting 3-point shooting for NBA draft prospects

Athletics & Sensing Devices

Jerold Yu, Hilary Sun, Roland Centeno

[report] [poster]

3D Pose Estimation in ICUs using Depth and Thermal Sensors

Computer Vision

Meena Chetty, John Kaleialoha Kamalu, Rishab Mehra

[report] [poster]

PACCAR: Predicting Time to Repair with Minimal Data

Physical Sciences

Julio A Martinez, Christy Dennison, Zhengyi Lian

[report] [poster]

Object Detection Using Machine Learning for Autonomous Larvacean Tracking

Computer Vision

Molly Zhang

[report] [poster]

Reliabe neural networks via abstention

Other / General Machine Learning

Amirata Ghorbani, yasaman shirian

[report] —

Predicting Agricultural Yields with ML

Other / General Machine Learning

noah michael dewar, Aakash Ahamed

[report] [poster]

Instagram Hashtag Prediction, With and Without Data

General Machine Learning

Shreyash Pandey, Abhijeet Phatak

[report] [poster]

Image Mosaic

Other / General Machine Learning

Goncalo Trigo Cabrita Gil

[report] [poster]

Co-Citation for PubMed

Natural Language

Trevor Tsue, Andrew Keming Guan

[report] [poster]

Predicting tech stock prices based on previous prices and news

Finance & Commerce

Ang Li

[report] [poster]

The Price Is Right: Predicting Prices Using Product Images

Computer Vision

Steven Chen, Edward Chou, Richard Yang

[report] [poster]

Cryptocurrency Price Prediction based on News and Social Media Sentiment

Finance & Commerce

Connor Lamon, Eric Redondo, Eric Nielsen

[report] [poster]

Revisiting the Netflix Prize: Probabilistic Extensions to KNN and Other Techniques

Other / General Machine Learning

Victor Cheung, Evan Huang

[report] [poster]

Prediction of Pedestrian Trajectories

Other / General Machine Learning

Mingchen Li, Yiyang Li, Gendong Zhang

[report] [poster]

Multi-Modal Information Extraction (Question-Answer Framework)

Natural Language

Lars Jebe, Vamsi Chitters, Fabian Frederik Frank

[report] [poster]

A machine learning based stock trading framework using technical and economic analysis

Finance & Commerce

Kiran Tondehal, Smarth Behl, Naveed Zaman

[report] [poster]

Supervised learning methods for biometric authentication on mobile devices

Athletics & Sensing Devices

Valerie Ding, Jonathan Li, Stephanie Dong

[report] [poster]

Predicting Chemical Reaction Type and Reaction Products with Recurrent Neural Networks

Anvita Gupta

[report] [poster]

Scalable Deep Learning for Image Classification with K-Means and Logistic Regression

Computer Vision

Venkata Krishna Reddy Sanepalli

[report] [poster]

Weighted Alternating Least Squares (WALS) for Movie Recommendations

General Machine Learning

Andrew Hodun

[report] [poster]

Deep RL For Starcraft 2

Theory & Reinforcement Learning

Andrew George Chang

[report] [poster]

Grammatical Error Correction using Neural Networks

Natural Language

Jaspreet Kaur, Yokila Arora, Ayush Gupta

[report] [poster]

Real Time Monitoring of CCTV Camera Images Using Object Detectors and Scene Classification for Retail and Surveillance Applications

Computer Vision

Anand Arun Joshi

[report] [poster]

Content Analysis of YouTube Data

Other / General Machine Learning

Afshin Moin, Abhishek Bharani, Peng Seng Kuok

[report] [poster]

Computer Vision for Card Games

Computer Vision

Jesper Westell, Ben Goeing, Matias Castillo

[report] [poster]

iTalk

Natural Language

Qian (Sarah) Mu, Chris Lin, Yi Shao

[report] [poster]

Classification of Alzheimer's Disease using Patients' MRI and Related Features

Life Sciences

Tita Ristanto, Kevin Chavez, Malavika Bindhi

[report] [poster]

Learning Optical Flow from Real Robot Data

Computer Vision

Parth Shah

[report] [poster]

Heart Disease Prediction using Ensemble Learning

Life Sciences

Sagnik Majumder, Peter Dun, Eric James Wang

[report] [poster]

Predicting Outcomes of Professional DotA2 games

Other / General Machine Learning

Joe Higgins, Petra Grutzil, Long Viet Tran

[report] [poster]

An Automatically Generated Large Scale Corpus for NLI

Natural Language

Atticus Geiger, Michelle Tran

[report] [poster]

Speaker Identification with VoxCeleb DataSet

Audio & Music

Zhang Zhang

[report] [poster]

Predict Effect of Trump's Tweets on Market Movements

Finance & Commerce

Tong Yang, Yuxin Yang

[report] [poster]

Machine Learning approaches for Identifying & Characterizing Faults in Logic Simulation for Silicon Development Processes

Physical Sciences

Prawal Shrestha, Mubeen Shahid Khan

[report] [poster]

Mutation Profile to Predict Tumor Stage in Lung Adenocarcinoma

Life Sciences

Calvin Kuo

[report] [poster]

A Neural Network Based ElectroMagnetic Solver

Other / General Machine Learning

Sethu Hareesh Kolluru

[report] [poster]

Depositional Environment Classification from Satellite Imagery

Computer Vision

Alex Miltenberger, Rayan Sami Kanfar

[report] [poster]

Using Machine Learning to Make a Likely Voter Model

Other / General Machine Learning

Tynan Challenor

[report] [poster]

Automatic Music Transcription for Monophonic Piano Music

Audio & Music

An Jiang, Chen Cen

[report] [poster]

Machine Learning Techniques for Climbing Route Classification

Athletics & Sensing Devices

Peter Satterthwaite, Juan Carlos Sarmiento, Alejandro Dobles

[report] [poster]

Application of Variational Autoencoders for Aircraft Turbomachinery Design

Physical Sciences

Jonathan Zalger

[report] [poster]

Split-Complex Convolutional Neural Networks

Computer Vision

Timothy Anderson

[report] [poster]

Cryptocurrency Pumping Predictions: A Novel Approach to Identifying Pump And Dump Schemes

Finance & Commerce

Noah Max Golub, Cameron Ramos

[report] [poster]

Clickbait ; Don't Read

Natural Language

Peter August Adelson, Sho Arora, Jeff Hara

[report] [poster]

Rage Against the Machine Learning: Learning to Predict Song Popularity

General Machine Learning

Cody Keola Kala, Gabriel Barajas, Andreas Garcia

[report] [poster]

​Forecasting ​of ​Arctic ​phytoplankton ​abundance ​using ​remotely sensed ​data ​and ​machine ​learning

Physical Sciences

Sierra Alexandra Kaplan-Nelson, Cheenar Banerjee

[report] [poster]

The Art of Human Movement

Theory & Reinforcement Learning

Renke Cai, Haodong Ma, Klee Tang

[report] [poster]

Detecting Pneumonia from Chest X-Rays

Computer Vision

Benjamin Antin, Joshua Lev Kravitz, Emil Martayan

[report] [poster]

Predicting NBA Game Outcomes

Athletics & Sensing Devices

Jaak Uudmae

[report] [poster]

Projecting NFL Quarterback Readiness

Athletics & Sensing Devices

Amit Patankar, Aseem Jolly Monga

[report] [poster]

Predicting Outcomes in Chatbot-based Cognitive Behavioral Therapy

Life Sciences

David Sung-eun Lim

[report] [poster]

Rock or Not? This sure does.

Audio & Music

Arjun Parthipan, Lakshmi Manoharan, Anand Venkatesan

[report] [poster]

Machine Learning Techniques for Network Intrusion Detection

Other / General Machine Learning

Luke Hsiao, Stephen Gabriel Ibanez

[report] [poster]

Automated analysis of temperature data in fractured wells

Physical Sciences

Dante Isaac Orta

[report] [poster]

Line shape fitting of iodine spectra near 532 nm

Physical Sciences

Tina Na Narong

[report] [poster]

Predicting Bike Rental Duration

Other / General Machine Learning

Jessie Therese Lauzon, Jayant Mukhopadhaya

[report] [poster]

Calibrate Time Series by LSTM

Finance & Commerce

Jencir Lee

[report] [poster]

Recommender Systems: Comparison Analysis between Traditional Techniques and Neural Embedding

Other / General Machine Learning

Se Won Jang, Simon Kim, JeongWoo Ha

[report] —

Towards Mitigating Bias in Online Reviews: An Application to Amazon.com

General Machine Learning

Scott Buttinger, Charles Walker

[report] [poster]

How Much Is the Mona Lisa Really Worth?

Computer Vision

Cedric Orban, Rafi Ayub, Vidush Mukund

[report] [poster]

Fake Review Detection on Yelp

Natural Language

Zehui Wang, Tianpei Qian, Yuzhu Zhang

[report] [poster]

Predicting Which Stocks Will Beat the Market

Finance & Commerce

Junlin Liu, Yongshang Wu, Hao Wang

[report] [poster]

Inference of subsurface properties by machine learning

Physical Sciences

Huy Quang Le

[report] [poster]

Predicting MTA Bus Arrival Times in New York City

Finance & Commerce

Harold Li

[report] [poster]

Using Bitcoin Ledger Network Data to Predict the Price of Bitcoin

Finance & Commerce

Spenser Anderson Lamont Anderson, John Poothokaran, John Mern

[report] [poster]

Predicting Loan Defaults with Machine Learning

Finance & Commerce

Drew John Mathieson, Abiel Gutierrez

[report] [poster]

General Adversarial Privacy

Other / General Machine Learning

Nicholas Thomas Johnson, Stephanie Sanchez, Vishal Subbiah

[report] [poster]

Grapevine

Finance & Commerce

Geoffrey Lim Angus, Rooz Mahdavian, Richard Diehl Martinez

[report] [poster]

Predicting habitable exoplanets from NASA's Kepler mission data using Machine Learning

Physical Sciences

Rajeev Misra

[report] [poster]

Finding Natural S&P 500 Sectors Based on 10K Reports

Finance & Commerce

Atish Sawant

[report] [poster]

Local Degree of Freedom Ductility

Physical Sciences

Jose Ramon Silos de Alba

[report] [poster]

Message in a bottle: learning dynamics in the information plane

Theory & Reinforcement Learning

Daniel Kunin, Mansheej Paul, Matthew Bull

[report] [poster]

Application of Machine Learning Techniques for Heart Sound Recording Classification

Life Sciences

Vincent Lee, Anatoly Anatolievich Yakovlev

[report] [poster]

Smart Trash Net: Waste Localization and Classification

Computer Vision

Vikram Sreedhar, Robel Eneyew Mengistu, Oluwasanya Awe

[report] [poster]

Unruffling Feathers: Customer Response Prioritization Using Machine Learning

Natural Language

Kathryn Tooker, Tyreke White, Debashri Mukherjee

[report] [poster]

Optimization of the Syngas Combustion Chemistry Model

Physical Sciences

Rui Xu

[report] [poster]

Modeling language games

Natural Language

Veronica Lin, Chris Coffey Proctor

[report] [poster]

Using Bitcoin Ledger Network Data to Predict the Price of Bitcoin

Finance & Commerce

Spenser Anderson Lamont Anderson, John Martin Poothokaran, John Mern

[report] [poster]

Automatic earthquake detection from distributed acoustic sensing (DAS) array data

Physical Sciences

Ettore Biondi, Joseph Jennings, Fantine Huot

[report] [poster]

Generating personalized chat messages

Natural Language

Kristen Aw

[report] [poster]

Interpreting impact of metadata tagging on thoracic disease classification

Computer Vision

Peter Lu, Joy Hsu, Kush Khosla

[report] [poster]

Predicting Expected Email Response Times

General Machine Learning

Kevin Khieu, Laura Victoria Cruz-Albrecht

[report] [poster]

Algorithmic Trading using Sentiment Analysis and Reinforcement Learning

Finance & Commerce

Simerjot Kaur

[report] [poster]

Potayto or potahto, jagaimo or bareisho? Japanese dialect classification

Natural Language

Ningrui Li, Stacey Huang, Elaine Chou

[report] [poster]

Generating Place Recommendations for Travelers

Other / General Machine Learning

Andy Gilbert, Andrew Michael Hilger

[report] [poster]

Reinforcing safety, with style: exploring reward shaping through human feedback

Theory & Reinforcement Learning

Cristian Opris

[report] [poster]

Detecting Fraud in Financial Payments

Finance & Commerce

Nol Dutre, Dirk Johannes Hofland

[report] [poster]

Word Games: Coherent Document Reconstruction

Natural Language

Caelin Tran, Mitchell Ryan Douglass

[report] [poster]

Robust Human Activity Detection with Smartphones

Athletics & Sensing Devices

Paa Adu, Elias You Wu

[report] [poster]

Predicting cryptocurrency price

Finance & Commerce

Lucas Sebastian Ege

[report] [poster]

Ensembling Approaches to Hierarchical Electric Load Forecasting

Other / General Machine Learning

James Jerome Barrios, Charlie Natoli, Simon Gleeson

[report] [poster]

Optimizing Traffic Light Behavior in Real-World Environments

Theory & Reinforcement Learning

Ben Cohen-Wang, Alex David Mallery

[report] [poster]

RainbowNet: Color Extrapolation from Grayscale Images

Computer Vision

Cindy Lin, Emily Ling, Owen Junjia Wang

[report] [poster]

Computing Song Similarity Using Deep Unsupervised Learning

Audio & Music

Brad Ross, Prasanna Ramakrishnan

[report] [poster]

Nothing but Neural Net: Projecting NBA Basketball Shot Trajectories

Athletics & Sensing Devices

Lisa Ann Yu, Ezra van Negri, Sriraman Madhavan

[report] [poster]

Predicting Sovereign Default

Finance & Commerce

Andrew Huang, Taresh Sethi

[report] [poster]

Exploring Feature Embeddings using Feedback Networks

Computer Vision

Maxwell Spero

[report] [poster]

PC game play time estimation based on Steam data and reviews

Other / General Machine Learning

Siyu Yang, Xiaohua Liang

[report] [poster]

Wine Rating Prediction

Other / General Machine Learning

Xixi Wang, Ke Xu

[report] [poster]

Understanding Career Progression in Baseball Through Machine Learning

Other / General Machine Learning

Brian Bierig, Alexander James Stroud, Jonathan Hollenbeck

[report] [poster]

Reinforcement Learning Applied to a Game of Deceit

Theory & Reinforcement Learning

Hana Lee

[report] [poster]

"Because It's the Cup": Predicting the Stanley Cup Playoffs

Athletics & Sensing Devices

Vineet Kosaraju, Shuvam Chakraborty, Mason Swofford

[report] [poster]

Using AI to Make Predictions and Decisions on Stock Market

Finance & Commerce

Alice Zheng, Jack Jin

[report] [poster]

Predicting Baseball Postseason Results from Regular Season Data

Athletics & Sensing Devices

Ruiqi Chen, Alexander Spaulding Hobbs

[report] [poster]

Generating Dark Matter Halo Catalogs For Cosmological Simulations

Physical Sciences

Ethan Nadler, David Thomas

[report] [poster]

Two Machine Learning Approaches to Understand the NBA Data

Athletics & Sensing Devices

Panagiotis Lolas

[report] [poster]

Estimation of Reservoir Simulation Response for Different Relative Permeability Curves Using Machine Learning

Physical Sciences

Yong Kim

[report] [poster]

GPS Multipath Detection and Mitigation

Physical Sciences

Shiwen Zhang

[report] [poster]

Predicting the Outcome of H-1B Visa Applications

Other / General Machine Learning

Beliz Gunel, Onur Cezmi Mutlu

[report] [poster]

Do Android Dream of Explosive Sheep? Building a Hearthstone AI

Other / General Machine Learning

Nolan Handali, Aleksander Dash, Franklin L Jia

[report] [poster]

Commercial Building Electricity Load Forecasting Using Linear Regression and Neural Networks

Other / General Machine Learning

Kevin Nicolas Chalhoub, Justin Appleby

[report] [poster]

Lane Changing Prediction Modeling on Highway Ramps: Approaches and Analysis

Other / General Machine Learning

Yuan Zhang, Sheng Li, Michelle Mengxuan Zhang

[report] [poster]

Grammatical Error Classification for Non-native English Writers

Natural Language

Jiaxing Geng, Junjie Dong, Zihuan Diao

[report] [poster]

Whose Rap is it Anyways? - Determining Hip-Hop Artists from their Lyrics

Natural Language

Robin Cheong, Arvind Krishna Ranganathan, Jiaqi Wang

[report] —

Dynamic loan default prediction

Finance & Commerce

Marc Thibault, Maxime Rivet, Mael Trean

[report] [poster]

Artistic Image Colorization with Visual Generative Networks

Computer Vision

Yuting Sun, Yue Zhang, QINGYANG LIU

[report] [poster]

Personal Identification through Keystroke Dynamics

Athletics & Sensing Devices

Stock Sawasdee

[report] [poster]

A Net Over Your Head: A Neural Network Approach to Home Price Predictions

Finance & Commerce

Andy Kim, Hongtao Sun

[report] [poster]

Learning an Optimal Policy for Police Resource Allocation on Freeways

Physical Sciences

Brian Jackson, Taylor Howell, Ola Shorinwa

[report] [poster]

Discouraging Cyberbullying using SVMs

Natural Language

Michael Kossyrev

[report] [poster]

Speeding up ResNet training

Computer Vision

Konstantin Solomatov, Denis Stepanov

[report] [poster]

Toward Automatic Icon Design Using Machine Learning

Computer Vision

Moses Soh

[report] [poster]

Dimensionality Reduction for Bag-of-words Models: LSA vs PCA

Natural Language

Benjamin Ljungberg

[report] [poster]

Sentimental Analysis with Amazon Review Data

Natural Language

Yi Sun, Mingxiang Chen

[report] [poster]

Bird Classification and Feature Recognition

Computer Vision

Anne Alter, Karen May Wang

[report] [poster]

Human or Robot

Other / General Machine Learning

Shuyang Shi, Xiuye Gu

[report] [poster]

Predicting NBA shots

Athletics & Sensing Devices

Brett Merla Meehan

[report] [poster]

Poverty Prediction by Selected Remote Sensing CNN Features

Computer Vision

Zhaozhuo Xu, Zhihan Jiang, Yicheng Li

[report] [poster]