Project Posters and Reports, Fall 2017

Projects this year both explored theoretical aspects of machine learning (such as in optimization and reinforcement learning) and applied techniques such as support vector machines and deep neural networks to diverse applications such as detecting diseases, analyzing rap music, inspecting blockchains, presidential tweets, voice transfer, ...

Weakly Supervised Classifiers with Adversarial Training

Physical Sciences

Sanha Cheong

Characterizing Data-Driven Disease Phenotypes in Mental Health

Life Sciences

Scott Lanyon Fleming

Bikeshare demand prediction

Other / General Machine Learning

Zhaonan Qu

Predicting Grocery Sales with Deep Residual Nets and Embedding

Finance & Commerce

Alexia Xu

DeepFire - AI Synthesized Rap

Audio & Music

Justin Dieter, Jonathan Zwiebel, Alp Turhan Ozturk

Music Genre Classification via Machine Learning

Audio & Music

Zhiwei Gu, Li Guo, tianchi liu

Recommendation System and Retail Investors' Trading Behavior

General Machine Learning

Yueyang Liu

Match Your Research Interest with Stanford AI Professor

General Machine Learning

Weiqing Li, Haochong Shen

Automated Curriculum Learning

Other / General Machine Learning

Nimit Sohoni, Rahul Sunil Palamuttam, Halwest Mohammad

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

Physical Sciences

Pratik Kumar, Neel Mani Singh

Using Capsule Networks to Disarm Adversarial Attacks

Computer Vision

Tanay Nilesh Kothari, Sahaj Garg, Jordan Alexander

Disease Protein Prediction using Network Embeddings and the Gene Ontology

Life Sciences

E. Sabri Eyuboglu, Pierce Barrett Freeman

Understanding City Demographics from Local Business Activity

Other / General Machine Learning

Vincent Chen, Dan Xiaoyu Yu

Using Bitcoin Pricing Data to Create a Profitable Algorithmic Trading Strategy

Finance & Commerce

Dhruv Medarametla, Justin Xu

Machine Learning Prediction of Molecular Structure Given Corresponding Spectra

Physical Sciences

Sophia Chen, Yanbing Zhu, Michael Chen

Optimized Recurrent Neural Network Story Generator

General Machine Learning

Cong Ye, David Dachun Wang

Sleep Prediction Using Consumer Wearable Devices

Athletics & Sensing Devices

Miguel Garcia

Abnormal Combustion Detection in a Compression Ignition Engine

Other / General Machine Learning

Yasin Buyukalp, Burak Yunus Cetin

An AI Approach to Automatic Natural Music Transcription

Audio & Music

Karey Shi, Michael Bereket

Pri-Matrix Factorization: Automated Species Tagging in Video Clips

Computer Vision

Niranjan Balachandar, Jiwoo Lee, Andrew Chen

Extracting Tactics from Cybersecurity Articles

Natural Language

Jakub Smola

Unsupervised Face Recognition in Television News Media

Computer Vision

Cherry Zou, Matthew Sun, Anirudh Jain

Predicting Sequence-Activity Relationships Among Antimicrobial Peptides (AMPs)

Life Sciences

Deepti Kannan, Vinh Quang Nguyen

Semi-supervised Learning for Multi-label Classification

Computer Vision

Liyue Shen, Ruiyang Song

Finding Sarcasm in Reddit Postings: A Deep Learning Approach

Natural Language

Ruchir Shah, Nick Naixuan Guo

Fake News Detection

Natural Language

Ayush Singhania, Devyani Choudhary, Sohan Mone

Predicting Diabetes Readmittance

Life Sciences

Christina Ashley Pan, Charlie Xu, Stephone Christian

EmotiGAN

Computer Vision

Marcel A Puyat

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

Physical Sciences

Pratik Kumar, Neel Mani Singh

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

Claudia McKenzie

Understanding the mechanical stability of wellbores using machine learning

Physical Sciences

Reza Rastak

Deep Imitation Learning for Playing Real Time Strategy Games

Computer Vision

Jeffrey James Barratt, Chuanbo Pan

Time Series Sales Forecasting

Finance & Commerce

James Juin Pao, Danielle Sullivan

Predicting Restaurants’ Rating and Popularity based on Yelp Dataset

Finance & Commerce

Anran Lu, Yiwen Guo, Zeyu Wang

Balancing Classifier Fairness with Public Safety in Traffic Stops

Other / General Machine Learning

Jaydeep Singh, Kuhan Jeyapragasan, Vikul Gupta

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

Other / General Machine Learning

Joseph Lee, Yaqing Li, Fengjiao Lyu

Predicting CS106 Office Hours Queuing Times

Other / General Machine Learning

Brahm Capoor, Michael Andreas Troute, Nick Troccoli

Music Composition Using Classification Algorithms

Audio & Music

Peter Wang

Adversarial Touch Dynamics

Other / General Machine Learning

Sean Patrick Curran

Automated Semantic Segmentation of Volumetric Cardiovascular Features and Disease Assessment

Life Sciences

Tony Lindsey, Shaw Lu, Mojtaba Tefagh

A neural network approach for predicting urban building energy consumption

Life Sciences

Alex Nutkiewicz, Rohan Aras, Max O'Krepki

Modeling approaches for time series forecasting and anomaly detection

Other / General Machine Learning

Madhu Pandey, Shuyang Du, Carrie Xing

Weather-driven predictions of solar energy

Physical Sciences

Adele Kuzmiakova, Gael Gurvan Colas, Alex McKeehan

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

Computer Vision

Junkyo Suh, Aravindh Kumar, Koosha Nazif

Real-time Image Style Transfer

Computer Vision

Zhaoyou Wang, Zhaoheng Guo, Sophia Lu

Cardiovascular disease prediction: a novel risk stratification tool

Life Sciences

Stelios Serghiou

Predictive Analytics for Demand forecasting in Retail

Finance & Commerce

Shuyu Mao, Shravan Surineni

Forage: Machine Learning Generated Recipes

Natural Language

Brian Zhang, Angelica Willis, Elbert Lin

Clustering the Ethereum Blockchain Address Space

Finance & Commerce

Jack Payette, Samuel Roland Schwager, Joseph Murphy

Deep Learning Approach to Accent Recognition

Audio & Music

Edmund Mok, Leon An Sheng Mak

Vid2speed

Computer Vision

Ben Penchas, Tobin Bell, Marco Antonio Ximenes Rego Monteiro

Controllable text generation

Natural Language

Boris Borisovich Kovalenko

Automated identification of crystal system from XRD pattern

Physical Sciences

Rohit Prasanna

Learning the Language of Wine

Natural Language

David Tagliamonti, Aaron Effron, Alyssa Ferris

Building Effective Goal-Oriented Dialogue Agents

Natural Language

Derek Chen

When to Book: Predicting Flight Pricing

Finance & Commerce

Qiqi Ren

Defeating the Invaders with Deep Reinforcement Learning

Theory & Reinforcement Learning

Christian Lamar Martinez Nieves

Machine Translation from Inuktitut to English: Parsing Strategy

Natural Language

Christopher Liu, Brian Wang, Yao Yang

Generating Groove: Predicting Jazz Harmonization

General Machine Learning

Nicholas Bien, Lincoln Valdez

Voice Commands Recognition with Convolution Neural Network

Audio & Music

Zixuan Zhou, Xuejiao Li

Predicting Cellular Networks

Life Sciences

Cole Edward Grandel

Topological data analysis of convolutional neural networks' weights on images

Computer Vision

Rickard Bertil Bruel Gabrielsson

Predicting Insurance Risk in Brazil

Finance & Commerce

Laura Zhang, Dixee Kimball, Matthew Millican

Sentiment Classification on Steam Reviews

Natural Language

Rohan Bais, Seyla Ou, Pascal Aringo Odek

Fake News Stance Detection

Natural Language

Xiaowei Wu, Sizhu Cheng, Zixian Chai

Ship Classification Using an Image Dataset

Computer Vision

Burak Bartan, Okan Atalar

Rise and Fall: An Autoregressive Approach to Pairs Trading

General Machine Learning

Bora Uyumazturk, Vasco Portilheiro

Iceberg/ship classifier using satellite data

Computer Vision

Jun Li, Atharva Parulekar, Dhruv Samant

Multilabel Tagging System for Yelp Restaurant

Computer Vision

Haomin Peng, Boning Huang, Yiqing Ding

Modeling and Understanding the evolution of innovation in academia

Finance & Commerce

Magie Cheng, Aiden Wang, Lantao Mei

Direction Decoder for Brain Computer Interfaces

Life Sciences

Jinhie Skarda, Sean Metzger

Reproduce and Explore Variations of SNAPSHOT ENSEMBLES

Theory & Reinforcement Learning

Jiyang Li, Jin Xi

Appliance Specific Power Usage Classification & Disaggregation

Physical Sciences

Srinikaeth Thirugnana sambandam, Ejeong Baik, Jason Hu

Automatic Melody Transcription

Audio & Music

Bingbin Liu, Laetitia Shaw, Xiaoyan Wu

Deep Reinforcement Learning for Games with Sparse Rewards

Theory & Reinforcement Learning

Akhila Yerukola, Ashwini Pokle, Megha Jhunjhunwala

Temporal Poverty Prediction in Developing Countries Using Satellite Imagery

Computer Vision

Ruchir Rastogi

Predicting Oil Prices

Finance & Commerce

Jeffrey Paul Hale

Predicting Ethereum Price Changes

Finance & Commerce

Mila Schultz, Matthew Ian Walter Chen, Neha Narwal

To stay or not to stay? Predicting music subscription cancellations

Audio & Music

Akshay Subramaniam, Man Long Wong, Sravya Nimmagadda

Applying Minimal Effort Backpropagation to Sparsify Different Neural Networks

Other / General Machine Learning

Nithin Kannan, Enrique De Alba, Eric Kim

Crop Classification with Multi-Temporal Satellite Imagery

Life Sciences

Rose Marie Rustowicz

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

Finance & Commerce

Christian Brown, Greg Alan Von Wald

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

Finance & Commerce

Wanyi Li

Detecting Thoracic Diseases from Chest X-Ray Images

Life Sciences

Mariam Adel Y A Alawadi, Binit Topiwala, Hari Prasad

Real Time Tennis Match Prediction Using Machine Learning

Athletics & Sensing Devices

Yi Zhong, Yang "Eddie" Chen, Yubo Tian

Wildfire Prediction

Physical Sciences

Rysen Otomo, Cuthbert Sun, Eliza Klyce

Subject Measures Prediction from Human fMRI Imaging

Life Sciences

Zhijie Chen

Satellite images segmentation for building detection using U-net

Computer Vision

Guillaume Chhor, Ianis Bougdal-Lambert, Cristian Bartolome Aramburu

From Zero to Hero with F-Zero

Theory & Reinforcement Learning

Stephanie Wang, Michael Brennan

Supervised Learning for Autonomous Driving

Computer Vision

Greg Katz, Abhishek Roushan, Abhijeet Shenoi

Position Estimation for Control of a Partially Observable Linear Actuator

Athletics & Sensing Devices

Ethan Li, Arjun Arora

Translating a Picture of Math to LaTeX

Computer Vision

Adam Jensen, Henrik Marklund

Affordable Self Driving Cars and Robots with Pixel by Pixel Segmentation

Computer Vision

Jeff Bojun Chen, Gaurav Bansal, Evan Darke

Real-time Emotion Recognition From Facial Expressions

Computer Vision

Minh-An Quinn, Gui Reis, Grant Sivesind

Terrain Classification for Off-Road Driving

Computer Vision

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

Modelling Student Performance in Massive Online Classes.

Other / General Machine Learning

Joseph Likhuva Okonda

Visual question anwering with attention

Computer Vision

Juanita Ordonez

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

Athletics & Sensing Devices

Caitlin Go

Predicting the movie popularity using user-identified tropes

Other / General Machine Learning

Dennis Jeong, Amy Jin Xu

Predicting Clinical Parameters For Recognition Of Gait Disorder

Other / General Machine Learning

Mehrad Moradshahi, Soheil Esmaeilzadeh, Ouassim Khebzegga

Application of Machine Learning Algorithms to Predict Flight-Delay

Other / General Machine Learning

Navaneeth Jamadagni, Nathalie Dominique Kuhn

Classification of single-crystal diffuse scattering images

General Machine Learning

Zhen Su

Predicting County Level Cost Differences for Treating Chronic Obstructive Pulmonary Disease

Finance & Commerce

Jonathan Lin, Aileen Wang, Michael Lee Smith

Tracking #metoo on Twitter to predict engagement

Other / General Machine Learning

Ana Tarano, Dana Kimberly Murphy

Music transcription using deep learning

Audio & Music

Liang Yang, Luoqi Li, Zhongyuan Ni

Grapheme to phoneme conversion for Dutch

Natural Language

Brian Hicks, Enze Chen, Minjia Zhong

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

Audio & Music

Tyler Dammann, Kevin Charles Haugh

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

Theory & Reinforcement Learning

Ali-Kazim Zaidi

Clustering and Classifying Autism to Improve Diagnosis and Research

Life Sciences

Rachael Aikens, Brianna Gail Kozemzak

Optum: Investigating Links between the Immune System and the Brain

Life Sciences

Guhan Venkataraman, Alex Chu, Tymor Hamamsy

Reinforcement Learning for Neural Network Architecture

Theory & Reinforcement Learning

Leslie Lei

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

Natural Language

Brandon Bicheng Cui, Calvin Qi

Mooc Dropout Prediction

General Machine Learning

Jason Yang

Run. Reward. Repeat.

Theory & Reinforcement Learning

Amy Chou, Victoria Tsai, Rory Lipkis

Unwrapping Multi-Passed Images

Life Sciences

Stewart Alexander Koppell

Does Your Phone Know Your Touch?

Computer Vision

David Zucker, JC Charles Peruzzi, Philip Andrew Wingard

Applying Different Machine Learning Models to Predict Breast Cancer Risk

Life Sciences

Vera Xu, Qiongjia Xu

Automatic colorization for line arts

Computer Vision

Baige Liu, Yang Wang, Alexander Fu

Automated Playlist Generation

Audio & Music

Kade Keith, Demetrios Fassois

Machine Learning to Inform Breast Cancer Post-Recovery Surveillance

Life Sciences

Maxwell Harrison Stoller Allman, Jamie Kang , Lin Fan

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

Life Sciences

Robin Yeo, Andrew McKay

Machine Learning for Professional Tennis Match Prediction and Betting

General Machine Learning

Andre Cornman, Grant Spellman, Daniel Wright

Generative Modeling of Aggregated Musical Preferences

Audio & Music

Joe Lou, Milind Jagota, Erik Jones

Digital Image Denoising

Computer Vision

Thomas Liu

Music Genre Classification

Audio & Music

Chunya Hua

Automated Transcript Generation for Video Conferences

Audio & Music

Kar Heng Nikolas Basil Lee, Jay Yong

Predicting Hard Disk Drive Failures

Other / General Machine Learning

Juan Camacho, Wendy Li, Ivan Suarez

Proactive Storage Management to Reduce Data Center Downtime

Other / General Machine Learning

Ji Eun Jang, Guanghua Shu

DISCo: Detecting Insults in Social Commentary

Natural Language

Amita Kamath, Suvadip Paul, Jayadev Bhaskaran

Prediction of microscale droplet instability in concentrated emulsion

Physical Sciences

Davis Wenham Hoffman

Search for Informative Coding in Neural Activity Correlations

Life Sciences

Omer Hazon, Vasily Kruzhilin

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

Finance & Commerce

Jincheng Cao

Reinforcement Learning for Robotic Locomotion

Theory & Reinforcement Learning

Bo Liu, Huanzhong Xu, Songze Li

Understanding Travel to Airports in NYC

Life Sciences

Sierra Gentry, Dominik Tobias Schunack

Clustering Startups Based on Customer-Value Proposition

Finance & Commerce

Daniel Semeniuta, Meeran Ismail

Convex Optimization For Machine Learning (cvx4ml)

Other / General Machine Learning

Konstantin Pavlovich Burlachenko

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

Athletics & Sensing Devices

Katie Poggensee Poggensee, Thu Nguyen, Guan Rong Tan

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

Computer Vision

Kevin Culberg, Kevin Fuhs

Allstate Insurance Claims Severity: A Machine Learning Approach

Finance & Commerce

Rajeeva Gaur, Hongyi Wang, Jeff Pickelman

Clustering-Based Diversification in Financial Portfolios

Finance & Commerce

Carolyn Soo

When to Stop-and-Frisk

Other / General Machine Learning

Madeline Saviano, Sarah Tieu

Authorship Attribution with Limited Text

Natural Language

Coline Nantermoz, Eric Gonzalez, Luke Chen

Smart Recipe Measurements with Learned Volume Prediction

Physical Sciences

Samantha Maticka, Kurt Nelson

Crafting Adversarial Attacks on RNNs

Other / General Machine Learning

Mark Matthew Anderson, Andy Bartolo, Pulkit Tandon

Generate Adversarial Attacks

Other / General Machine Learning

Li Cai, Mark Liu

Functional Data Analysis for Rain Rate Statistics

Physical Sciences

Paul Masami Aoki

Learning to drive in a basic OpenAI simulator

Other / General Machine Learning

Philippe Fraisse

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

Physical Sciences

Terry Peng, Nico Hunter Pinkowski

Price Prediction Evolution: from Economic Model to Machine Learning

Finance & Commerce

Hugh Ren, Xiangguang Zheng, Erico Cruz Lemus

Predicting Song Genre from Lyrics and Fast Fournier Transforms

Audio & Music

Jayen Ram, Daniel Alexander Salz

Short time horizon solar power forecasting

Physical Sciences

Bennet Meyers, Julio Hoffimann Mendes

Adaptive Multi-Agent Path Planning for Distributed UAV Systems

Physical Sciences

Lloyd Maza, Cameron McMillan

When Was it Written?

Natural Language

Joseph Bakarji, Dimitrios Belivanis, Sepehr Ghazi Nezami

Playing CHIP-8 Game with Reinforcement Learning

Theory & Reinforcement Learning

Samuel Rogers, Patrick DeMichele, Niven Achenjang

Classification Models of Driving Distraction: Analysis and Comparison

Computer Vision

Taiming Zhang, Liuming Zhao, Lingzi Guo

Converting Handwritten Mathematical Expressions into LATEX

General Machine Learning

Norah Borus, Amit Schechter, William Taylor Bakst

Unsupervised Cross-Domain Image Generation

Computer Vision

Xinru Hua, Davis Winston Rempe, Haotian Zhang

Predicting Politician NRA Ratings from Campaign Speeches

Natural Language

Julia Olivieri, Allison Koenecke, Anqi Ji

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

Physical Sciences

Zhilin Jiang, Ji Won Park, Aldo Gael Carranza

Image Control of the Inverted Pendulum

Theory & Reinforcement Learning

Nicholas Tan, Erik Christian Augustine, Sean Fitzgerald

AKI Prediction

Life Sciences

Mia Kanzawa, Rohan Paul, Nielson Weng

Reinforcement learning for PACMAN

Theory & Reinforcement Learning

Abeynaya Gnanasekaran, Jordi Feliu Fab, Jing An

Application of Deep Learning to Algorithmic Trading

Finance & Commerce

Sabrina(Yatong) Chen, Guanting Chen, Takahiro Fushimi

Multi-class classification via proximal mirror descent

Other / General Machine Learning

Dasha Reshetova

I Spot A Bot

Other / General Machine Learning

Jessica Wetstone, Sahil Nayyar

Optimizing Downsampling in Variable Density Experimental Data: Predicting Metallic Glasses

Physical Sciences

Cooper Elsworth, Brenna Marie Gibbons

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

Life Sciences

Shubhang Desai

What's for Dinner? Recommendations in Online Grocery Shopping

Finance & Commerce

Skip Perry, Alan Flores-Lopez, Poorvi Bhargava

Bilateral Trade Flow Prediction

Finance & Commerce

Sonia Circlaeys, Chaitanya Kanitkar, Daiki Kumazawa

Pathological Lymph Node Classification

Life Sciences

Michael Mariscal, Jonathan Austin Booher, Ashwini Ramamoorthy

Learning How People Respond to Changes in Energy Prices

Other / General Machine Learning

Andrew Sonta, Jonathan Roth, Ben Chuah Lim

Recipe for Success

Other / General Machine Learning

Zack Cinquini, James Ordner, Benjamin Share

Dynamic Portfolio Optimization Using Evolution Strategy

Finance & Commerce

Charles Xu, Kexin Yu

Classifying Entorhinal Cortex Neuronal Cell Types in Virtual Reality

Life Sciences

Mark Houston Plitt, Malcolm Campbell

Auto Generation of Arabic News Headlines

Natural Language

Saud Alsaif, Omar Alhadlaq, Yaya Khoja

Language Identification Using Neural Networks

Audio & Music

Justin Pyron, Andrew Brian Deveau, Julien Boussard

Inverted Pendulum on a Quadcopter: A Reinforcement Learning Approach

Physical Sciences

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

Machine Learning Models for Inverse Power Flow in the Electricity Grid

Other / General Machine Learning

Thomas Mark Gill, Siobhan Powell, Jen Cardona

Fast or Furious? - User analysis of SF Express Inc

Other / General Machine Learning

Karen Zhao, Gege Wen, Yiyuan Zhang

Fire Prediction in Southeast Asia Using Remote Sensing

Physical Sciences

Krishna Rao, Sally Zhen

Breaking CAPTCHA Using Deep Learning

Computer Vision

Nathan Zhiwen Zhao, Yi Liu, Yijun Jiang

Numerical Optimization on a Perturbed Cost Function

Theory & Reinforcement Learning

Scott Henry Reid

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

Natural Language

Omar Sow

Face Generation with Conditional Generative Adversarial Networks

Computer Vision

Marcella Cindy Prasetio, Xuwen Cao, Subramanya Rao Dulloor

Playing DOOM with Deep Reinforcement Learning

Theory & Reinforcement Learning

Tushar Dhoot, Daniyal Khan, Ben Robert Konyi

Multiview Human Synthesis From a Singleview

Computer Vision

Honghao Qiu, Si Wen, Tiancong Zhou

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

Other / General Machine Learning

Greg White

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

Other / General Machine Learning

Andrew Slottje, Kevin Chen, Nurbek Tazhimbetov

Voice Transmogrifier: Spoofing My Girlfriend's Voice

Audio & Music

Ajay Shanker Tripathi

Speech Accent Identification

Audio & Music

Corey Tze-chung Shih

Prediction of Cellular Service Quality

Physical Sciences

Max Cooper Minichetti

Projecting 3-point shooting for NBA draft prospects

Athletics & Sensing Devices

Jerold Yu, Hilary Sun, Roland Centeno

3D Pose Estimation in ICUs using Depth and Thermal Sensors

Computer Vision

Meena Chetty, John Kaleialoha Kamalu, Rishab Mehra

PACCAR: Predicting Time to Repair with Minimal Data

Physical Sciences

Julio A Martinez, Christy Dennison, Zhengyi Lian

Object Detection Using Machine Learning for Autonomous Larvacean Tracking

Computer Vision

Molly Zhang

Reliabe neural networks via abstention

Other / General Machine Learning

Amirata Ghorbani, yasaman shirian

Predicting Agricultural Yields with ML

Other / General Machine Learning

noah michael dewar, Aakash Ahamed

Instagram Hashtag Prediction, With and Without Data

General Machine Learning

Shreyash Pandey, Abhijeet Phatak

Image Mosaic

Other / General Machine Learning

Goncalo Trigo Cabrita Gil

Co-Citation for PubMed

Natural Language

Trevor Tsue, Andrew Keming Guan

Predicting tech stock prices based on previous prices and news

Finance & Commerce

Ang Li

The Price Is Right: Predicting Prices Using Product Images

Computer Vision

Steven Chen, Edward Chou, Richard Yang

Cryptocurrency Price Prediction based on News and Social Media Sentiment

Finance & Commerce

Connor Lamon, Eric Redondo, Eric Nielsen

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

Other / General Machine Learning

Victor Cheung, Evan Huang

Prediction of Pedestrian Trajectories

Other / General Machine Learning

Mingchen Li, Yiyang Li, Gendong Zhang

Multi-Modal Information Extraction (Question-Answer Framework)

Natural Language

Lars Jebe, Vamsi Chitters, Fabian Frederik Frank

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

Finance & Commerce

Kiran Tondehal, Smarth Behl, Naveed Zaman

Supervised learning methods for biometric authentication on mobile devices

Athletics & Sensing Devices

Valerie Ding, Jonathan Li, Stephanie Dong

Predicting Chemical Reaction Type and Reaction Products with Recurrent Neural Networks

Anvita Gupta

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

Computer Vision

Venkata Krishna Reddy Sanepalli

Weighted Alternating Least Squares (WALS) for Movie Recommendations

General Machine Learning

Andrew Hodun

Deep RL For Starcraft 2

Theory & Reinforcement Learning

Andrew George Chang

Grammatical Error Correction using Neural Networks

Natural Language

Jaspreet Kaur, Yokila Arora, Ayush Gupta

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

Computer Vision

Anand Arun Joshi

Content Analysis of YouTube Data

Other / General Machine Learning

Afshin Moin, Abhishek Bharani, Peng Seng Kuok

Computer Vision for Card Games

Computer Vision

Jesper Westell, Ben Goeing, Matias Castillo

iTalk

Natural Language

Qian (Sarah) Mu, Chris Lin, Yi Shao

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

Life Sciences

Tita Ristanto, Kevin Chavez, Malavika Bindhi

Learning Optical Flow from Real Robot Data

Computer Vision

Parth Shah

Heart Disease Prediction using Ensemble Learning

Life Sciences

Sagnik Majumder, Peter Dun, Eric James Wang

Predicting Outcomes of Professional DotA2 games

Other / General Machine Learning

Joe Higgins, Petra Grutzil, Long Viet Tran

An Automatically Generated Large Scale Corpus for NLI

Natural Language

Atticus Geiger, Michelle Tran

Speaker Identification with VoxCeleb DataSet

Audio & Music

Zhang Zhang

Predict Effect of Trump's Tweets on Market Movements

Finance & Commerce

Tong Yang, Yuxin Yang

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

Physical Sciences

Prawal Shrestha, Mubeen Shahid Khan

Mutation Profile to Predict Tumor Stage in Lung Adenocarcinoma

Life Sciences

Calvin Kuo

A Neural Network Based ElectroMagnetic Solver

Other / General Machine Learning

Sethu Hareesh Kolluru

Depositional Environment Classification from Satellite Imagery

Computer Vision

Alex Miltenberger, Rayan Sami Kanfar

Using Machine Learning to Make a Likely Voter Model

Other / General Machine Learning

Tynan Challenor

Automatic Music Transcription for Monophonic Piano Music

Audio & Music

An Jiang, Chen Cen

Machine Learning Techniques for Climbing Route Classification

Athletics & Sensing Devices

Peter Satterthwaite, Juan Carlos Sarmiento, Alejandro Dobles

Application of Variational Autoencoders for Aircraft Turbomachinery Design

Physical Sciences

Jonathan Zalger

Split-Complex Convolutional Neural Networks

Computer Vision

Timothy Anderson

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

Finance & Commerce

Noah Max Golub, Cameron Ramos

Clickbait ; Don't Read

Natural Language

Peter August Adelson, Sho Arora, Jeff Hara

Rage Against the Machine Learning: Learning to Predict Song Popularity

General Machine Learning

Cody Keola Kala, Gabriel Barajas, Andreas Garcia

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

Physical Sciences

Sierra Alexandra Kaplan-Nelson, Cheenar Banerjee

The Art of Human Movement

Theory & Reinforcement Learning

Renke Cai, Haodong Ma, Klee Tang

Detecting Pneumonia from Chest X-Rays

Computer Vision

Benjamin Antin, Joshua Lev Kravitz, Emil Martayan

Predicting NBA Game Outcomes

Athletics & Sensing Devices

Jaak Uudmae

Projecting NFL Quarterback Readiness

Athletics & Sensing Devices

Amit Patankar, Aseem Jolly Monga

Predicting Outcomes in Chatbot-based Cognitive Behavioral Therapy

Life Sciences

David Sung-eun Lim

Rock or Not? This sure does.

Audio & Music

Arjun Parthipan, Lakshmi Manoharan, Anand Venkatesan

Machine Learning Techniques for Network Intrusion Detection

Other / General Machine Learning

Luke Hsiao, Stephen Gabriel Ibanez

Automated analysis of temperature data in fractured wells

Physical Sciences

Dante Isaac Orta

Line shape fitting of iodine spectra near 532 nm

Physical Sciences

Tina Na Narong

Predicting Bike Rental Duration

Other / General Machine Learning

Jessie Therese Lauzon, Jayant Mukhopadhaya

Calibrate Time Series by LSTM

Finance & Commerce

Jencir Lee

Recommender Systems: Comparison Analysis between Traditional Techniques and Neural Embedding

Other / General Machine Learning

Se Won Jang, Simon Kim, JeongWoo Ha

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

General Machine Learning

Scott Buttinger, Charles Walker

How Much Is the Mona Lisa Really Worth?

Computer Vision

Cedric Orban, Rafi Ayub, Vidush Mukund

Fake Review Detection on Yelp

Natural Language

Zehui Wang, Tianpei Qian, Yuzhu Zhang

Predicting Which Stocks Will Beat the Market

Finance & Commerce

Junlin Liu, Yongshang Wu, Hao Wang

Inference of subsurface properties by machine learning

Physical Sciences

Huy Quang Le

Predicting MTA Bus Arrival Times in New York City

Finance & Commerce

Harold Li

Using Bitcoin Ledger Network Data to Predict the Price of Bitcoin

Finance & Commerce

Spenser Anderson Lamont Anderson, John Poothokaran, John Mern

Predicting Loan Defaults with Machine Learning

Finance & Commerce

Drew John Mathieson, Abiel Gutierrez

General Adversarial Privacy

Other / General Machine Learning

Nicholas Thomas Johnson, Stephanie Sanchez, Vishal Subbiah

Grapevine

Finance & Commerce

Geoffrey Lim Angus, Rooz Mahdavian, Richard Diehl Martinez

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

Physical Sciences

Rajeev Misra

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

Finance & Commerce

Atish Sawant

Local Degree of Freedom Ductility

Physical Sciences

Jose Ramon Silos de Alba

Message in a bottle: learning dynamics in the information plane

Theory & Reinforcement Learning

Daniel Kunin, Mansheej Paul, Matthew Bull

Application of Machine Learning Techniques for Heart Sound Recording Classification

Life Sciences

Vincent Lee, Anatoly Anatolievich Yakovlev

Smart Trash Net: Waste Localization and Classification

Computer Vision

Vikram Sreedhar, Robel Eneyew Mengistu, Oluwasanya Awe

Unruffling Feathers: Customer Response Prioritization Using Machine Learning

Natural Language

Kathryn Tooker, Tyreke White, Debashri Mukherjee

Optimization of the Syngas Combustion Chemistry Model

Physical Sciences

Rui Xu

Modeling language games

Natural Language

Veronica Lin, Chris Coffey Proctor

Using Bitcoin Ledger Network Data to Predict the Price of Bitcoin

Finance & Commerce

Spenser Anderson Lamont Anderson, John Martin Poothokaran, John Mern

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

Physical Sciences

Ettore Biondi, Joseph Jennings, Fantine Huot

Generating personalized chat messages

Natural Language

Kristen Aw

Interpreting impact of metadata tagging on thoracic disease classification

Computer Vision

Peter Lu, Joy Hsu, Kush Khosla

Predicting Expected Email Response Times

General Machine Learning

Kevin Khieu, Laura Victoria Cruz-Albrecht

Algorithmic Trading using Sentiment Analysis and Reinforcement Learning

Finance & Commerce

Simerjot Kaur

Potayto or potahto, jagaimo or bareisho? Japanese dialect classification

Natural Language

Ningrui Li, Stacey Huang, Elaine Chou

Generating Place Recommendations for Travelers

Other / General Machine Learning

Andy Gilbert, Andrew Michael Hilger

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

Theory & Reinforcement Learning

Cristian Opris

Detecting Fraud in Financial Payments

Finance & Commerce

Nol Dutre, Dirk Johannes Hofland

Word Games: Coherent Document Reconstruction

Natural Language

Caelin Tran, Mitchell Ryan Douglass

Robust Human Activity Detection with Smartphones

Athletics & Sensing Devices

Paa Adu, Elias You Wu

Predicting cryptocurrency price

Finance & Commerce

Lucas Sebastian Ege

Ensembling Approaches to Hierarchical Electric Load Forecasting

Other / General Machine Learning

James Jerome Barrios, Charlie Natoli, Simon Gleeson

Optimizing Traffic Light Behavior in Real-World Environments

Theory & Reinforcement Learning

Ben Cohen-Wang, Alex David Mallery

RainbowNet: Color Extrapolation from Grayscale Images

Computer Vision

Cindy Lin, Emily Ling, Owen Junjia Wang

Computing Song Similarity Using Deep Unsupervised Learning

Audio & Music

Brad Ross, Prasanna Ramakrishnan

Nothing but Neural Net: Projecting NBA Basketball Shot Trajectories

Athletics & Sensing Devices

Lisa Ann Yu, Ezra van Negri, Sriraman Madhavan

Predicting Sovereign Default

Finance & Commerce

Andrew Huang, Taresh Sethi

Exploring Feature Embeddings using Feedback Networks

Computer Vision

Maxwell Spero

PC game play time estimation based on Steam data and reviews

Other / General Machine Learning

Siyu Yang, Xiaohua Liang

Wine Rating Prediction

Other / General Machine Learning

Xixi Wang, Ke Xu

Understanding Career Progression in Baseball Through Machine Learning

Other / General Machine Learning

Brian Bierig, Alexander James Stroud, Jonathan Hollenbeck

Reinforcement Learning Applied to a Game of Deceit

Theory & Reinforcement Learning

Hana Lee

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

Athletics & Sensing Devices

Vineet Kosaraju, Shuvam Chakraborty, Mason Swofford

Using AI to Make Predictions and Decisions on Stock Market

Finance & Commerce

Alice Zheng, Jack Jin

Predicting Baseball Postseason Results from Regular Season Data

Athletics & Sensing Devices

Ruiqi Chen, Alexander Spaulding Hobbs

Generating Dark Matter Halo Catalogs For Cosmological Simulations

Physical Sciences

Ethan Nadler, David Thomas

Two Machine Learning Approaches to Understand the NBA Data

Athletics & Sensing Devices

Panagiotis Lolas

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

Physical Sciences

Yong Kim

GPS Multipath Detection and Mitigation

Physical Sciences

Shiwen Zhang

Predicting the Outcome of H-1B Visa Applications

Other / General Machine Learning

Beliz Gunel, Onur Cezmi Mutlu

Do Android Dream of Explosive Sheep? Building a Hearthstone AI

Other / General Machine Learning

Nolan Handali, Aleksander Dash, Franklin L Jia

Commercial Building Electricity Load Forecasting Using Linear Regression and Neural Networks

Other / General Machine Learning

Kevin Nicolas Chalhoub, Justin Appleby

Lane Changing Prediction Modeling on Highway Ramps: Approaches and Analysis

Other / General Machine Learning

Yuan Zhang, Sheng Li, Michelle Mengxuan Zhang

Grammatical Error Classification for Non-native English Writers

Natural Language

Jiaxing Geng, Junjie Dong, Zihuan Diao

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

Natural Language

Robin Cheong, Arvind Krishna Ranganathan, Jiaqi Wang

Dynamic loan default prediction

Finance & Commerce

Marc Thibault, Maxime Rivet, Mael Trean

Artistic Image Colorization with Visual Generative Networks

Computer Vision

Yuting Sun, Yue Zhang, QINGYANG LIU

Personal Identification through Keystroke Dynamics

Athletics & Sensing Devices

Stock Sawasdee

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

Finance & Commerce

Andy Kim, Hongtao Sun

Learning an Optimal Policy for Police Resource Allocation on Freeways

Physical Sciences

Brian Jackson, Taylor Howell, Ola Shorinwa

Discouraging Cyberbullying using SVMs

Natural Language

Michael Kossyrev

Speeding up ResNet training

Computer Vision

Konstantin Solomatov, Denis Stepanov

Toward Automatic Icon Design Using Machine Learning

Computer Vision

Moses Soh

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

Natural Language

Benjamin Ljungberg

Sentimental Analysis with Amazon Review Data

Natural Language

Yi Sun, Mingxiang Chen

Bird Classification and Feature Recognition

Computer Vision

Anne Alter, Karen May Wang

Human or Robot

Other / General Machine Learning

Shuyang Shi, Xiuye Gu

Predicting NBA shots

Athletics & Sensing Devices

Brett Merla Meehan

Poverty Prediction by Selected Remote Sensing CNN Features

Computer Vision

Zhaozhuo Xu, Zhihan Jiang, Yicheng Li