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Machine Learning Reports and Posters
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
[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]
Match Your Research Interest with Stanford AI Professor
General Machine Learning
Weiqing Li, Haochong Shen
[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]
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]
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 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]
Classiï¬cation 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]
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]
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]
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]
Vision-based Detection and Tracking of Surgical Instruments
Computer Vision
David Y. Zhao
[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]
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]
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]
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