Carnegie Mellon University

The ordering on this page is randomized (as opposed to ordering alphabetically).
Read more about biases due to alphabetical ordering.

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Ananye Agarwal

Indian Institute of Technology Delhi
B.Tech in  Computer Science and Engineering

Advisor: TBD

Research Interests: Reinforcement Learning, Robot Learning

 

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Nil-Jana Akpinar

University of Freiburg
Master of Science in Mathematics

Advisors: Alexandra Chouldechova & Zack Lipton

Research Interests: Statistical methodology, ML in high-stakes decision settings and fairness, accountability and transparency in ML.

Statistics & Machine Learning Joint PhD Degree

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Arish Alreja

Georgia Institute of Technology
BS & MS in Electrical Engineering

Advisor: Max G'Sell, Avniel S. Ghuman

Research Interests: Biological and Computer Vision, Unsupervised Learning, Dimensionality Reduction, Signal Processing, Computational Modelling of Neural Activity for Human Visual Cognitive Processes, Theory in Computational Neuroscience, Analysis of Time Series from Neural Data (human intracranial EEG, electrophysiology), Reinforcement Learning.

Neural Computation & Machine Learning Joint PhD Degree

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Siddharth Ancha

University of Toronto
MS in Computer Science

Advisor: David Held & Srinivasa Narasimhan

Research Interests: MCMC Inference, Deep Learning, Computer Vision

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Ifigeneia Apostolopoulou

University of Thessaly at Volos
BS in Electrical & Computer Engineering

Advisor: Artur Dubrawski

Research Interests: Pattern Mining, Statistical Machine Learning

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Christina Baek

UC Berkeley
BS and MS in EECS

Advisor: TBD

Research Interests: Generalization, continual learning, robustness

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Shaojie Bai

Carnegie Mellon University
BS in Computer Science

Advisor: Zico Kolter

Research Interests: Deep Learning, Sequence Modeling, Optimizations

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Anna Bair

Massachusetts Institute of Technology
SB & MEng in Computer Science

Advisor: Zico Kolter

Research Interests: Theoretical Machine Learning, Fairness, Complex Systems

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Arundhati Banerjee

Indian Institute of Technology, Kharagpur
BTech & MTech in Computer Science and Engineering

Advisor: Jeff Schneider

Research Interests: Theoretical Machine Learning, Deep Learning, Decision Theory and Planning

 

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Jonathon Byrd

Morehead State University
BS in Computer Science

Advisor: Zack Lipton

Research Interests:ML on graph and molecule data, transfer learning and metalearning, reinforcement learning, search and optimization.

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Sebastian Caldas

Universidad de los Andes
BS in Systems & Computing Engineering

Advisor: Artur Dubrawski

Research Interests: Machine learning for healthcare and the developing world. Transfer Learning

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Cristian Challu

Instituto Tecnologico Autonomo de Mexico
MS in Data Science

Advisor: Artur Dubrawski

Research Interests: Optimization, Statistical Machine Learning, Reinforcement Learning

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Ian Char

University of Colorado Boulder
BS in Computer Science & BS/MS in Applied Math

Advisor: Jeff Schneider

Research Interests: AI, Graphical Probabilistic Models, Statistical Machine Learning, and Reinforcement Learning

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Valerie Chen

Yale University
BS in Computer Science

Advisor: Ameet Talwalkar

Research interests: Principled approaches to fairness, accountability, and transparency in machine learning

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Yu (Albert) Chen

Boston University
MS in Computer Engineering

Advisor: Rob Kass

Research Interests: Machine learning, computational neuroscience, brain networks, point process.

Neural Computation & Machine Learning Joint PhD Degree

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Cheng Cheng

University of Southern California
BS in computer science & BS in Econ/Math

Advisors: Jeremy Weiss

Research Interests: Machine Learning for Healthcare, NLP, representation learning, and transfer learning

Machine Learning & Public Policy Joint PhD Degree

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YJ Choe

University of Chicago
BA in Mathematics

Advisor:

Research Interests: statistical machine learning, deep learning, natural language processing

Statistics & Machine Learning Joint PhD Degree

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Youngseog Chung

Carnegie Mellon University
MS in Machine Learning

Advisor: TBD

Research Interests: Uncertainty quantification, decision making and control, causal inference

 

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Jeremiah Cohen

Princeton University
B.S.E in Computer Science

Advisor: Zico Kolter & Ameet Talwalkar

Research Interests: Machine Learning and Optimization

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Amanda Coston

Princeton University
BSE in Computer Science

Advisors: Alexandra Chouldechova, Edward Kennedy, Roni Rosenfeld

Research Interests: Algorithmic Decision Support Systems, Fairness, Causal Inference, Transfer Learning.

Machine Learning & Public Policy Joint PhD Degree

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Don Dennis

Indian Institute of Technology, Patna 

B. Tech, Computer Science and Engineering

Advisor: Virginia Smith

Research Interests: Statistical Machine Learning, Optimization, Resource Constrained ML

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Ben Eysenbach

Massachusetts Institute of Technology
BS in Mathematics

Advisor: Ruslan Salakhutdinov

Research Interests: Reinforcement Learning

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Yewen Fan

University of Illinois at Urbana-Champaign
BS in Computer Science

Advisor: TBD

Research Interests: Deep Learning, Learning Theory, Optimization, Recommendation Systems

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Zhili Feng

University of Wisconsin
MS in Computer Science

Advisor: Zico Kolter

Research Interests: Machine Learning Theory

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Euxhen Hasanaj

Carnegie Mellon University
MS in Machine Learning

Advisor: TBD

Research Interests: Unsupervised Learning, Genomics, Non-Convex Optimization

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Nupoor Gandhi

University of Illinois at Urbana-Champaign
B.S. in Computer Science

Advisor: Alexandra Chouldechova

Research Interests: Natural Language Understanding, Computational Psycholinguistics, Computational Social Science

Machine Learning & Public Policy Joint PhD Degree

 

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Saurabh Garg

Indian Institute of Technology, Bombay
BTech in Computer Science & Engineering

Advisors: Zack Lipton & Siva Balakrishnan

Research Interests: Machine Learning

 

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Théophile Gervet

McGill University
BS in Computer Science

Advisor: Jeff Schneider & Tom Mitchell

Research Interests: Deep Learning, Reinforcement Learning, Probabilistic Graphical Models

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Sachin Goyal

IIT Bombay
BTech in Electrical Engineering

Advisor: TBD

Research Interests: Robustness, Domain Generalization, Out of Distribution detection

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Chirag Gupta

Indian Institute of Technology, Kanpur
B.Tech, Computer Science and Engineering

Advisor: Aaditya Ramdas

Research Interests: Optimization, Statistics aspects of Learning, Causal Inference

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Kartik Gupta

Indian Institute of Technology (IIT), Madras
BTech in Computer Science & Engineering

Advisor: Pradeep Ravikumar

Research Interests: Statistical Machine Learning and Optimization

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Shantanu Gupta

Nanyang Technological University
B.Eng. in Computer Science

Advisor: TBD

Research Interests: Causal inference, sequential decision making

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William Guss

University of California, Berkeley
BA in Pure Mathematics

Advisor: Ruslan Salakhutdinov

Research Interests: Deep Learning Theory, Deep Reinforcement Learning, Automated Machine Learning, Applied Algebraic Topology, and Functional Analysis

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Kin Gutierrez Olivares

Instituto Tecnologico Autonomo de Mexico
BS in Applied Mathematics

Advisor: Artur Dubrawski

Research Interests: Optimization and Statistical Learning Theory

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Keegan Harris

Pennsylvania State University
BS in Computer Science
BS in Physics

Advisors: Hoda Heidari & Steven Wu

Research Interests: algorithmic game theory, economics & computation, online learning

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Jennifer Hsia

Princeton University
B.S.E. in Computer Science

Advisor: TBD

Research Interests: Human-centered machine learning (fairness, interpretability)

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Addison Hu

Yale University
BS in Statistics

Advisor: Ryan Tibshirani

Research Interests: Statistical machine learning, optimization 

Statistics & Machine Learning Joint PhD Degree

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Shengyuan Hu

Cornell University
B.A. in Computer Science and Mathematics

Advisor: Virginia Smith

Research interests: Federated Learning, Privacy Preserving Machine Learning, Robustness

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Conor Igoe

University College Dublin
B.E. in Electronic Engineering

Advisor:Jeff Schneider

Research Interests: Optimization, Algorithmic Game Theory, Bayesian modeling

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Elias Jaasaari

University of Helsinki
MS in Computer Science

Advisor: Tianqi Chen

Research Interests: Automated, scalable, and fair machine learning

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Maria Jahja

North Carolina State University
BS in Statistics and Economics

Advisor: Ryan Tibshirani

Research Interests: Statistical machine learning, sequential forecasting in online settings, point and distributional ensemble methods

Statistics & Machine Learning Joint PhD Degree

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Yiding Jiang

UC Berkeley
BS in EECS

Advisor: Zico Kolter

Research Interests: Deep Learning, Reinforcement Learning

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Nari Johnson

Harvard University
BA and MSc in Computer Science

Advisor: TBD

Research Interests: Interpretability/explainability, transparency, robustness, human-AI interaction

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Stefani Karp

Princeton University
BSE in Computer Science

Advisor: Aarti Singh

Research Interests:

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Joon Sik Kim

California Institute of Technology
BS in Computer Science

Advisor: Ameet Talwalkar

Research Interests: Interpretable/explainable machine learning, Human-AI interaction, Deep learning

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Juyong Kim

Seoul National University
MS in Computer Science and Engineering
BS in Electrical and Computer Engineering

Advisor: Pradeep Ravikumar

Research Interests: Deep Learning, Computer Vision

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Lisa Lee

Princeton University, A.B. in Mathematics

Advisors: Ruslan Salakhutdinov & Eric Xing

Research Interests: Deep reinforcement learning, meta-learning, intrinsically motivated learning, hierarchical planning

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Alex Li

University of California, Berkeley
BS, MS in EECS

Advisor: Deepak Pathak

Research Interests: Continual Learning, Reinforcement Learning, Robustness, Optimization

 

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Oscar Li

Duke University
BS in Mathematics; BS in Computer Science

Advisor: Virginia Smith

Research Interests: Reinforcement Learning, Lifelong Learning, Interpretable Machine Learning, Computer Vision

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Yuchen Li

University of Illinois at Urbana-Champaign
B.S. Statistics and Computer Science, Mathematics

Advisor: Andrej Risteski

Research Interests: Machine learning, natural language processing, and data mining. My long-term goals include improving mathematical understanding of empirical phenomena, and developing principled approaches to modern deep learning applications.

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Paul Liang

Carnegie Mellon University
M.S. in Machine Learning, B.S. in Computer Science

Advisors: Louis-Philippe Morency & Ruslan Salakhutdinov

Research Interests: Multimodal Machine Learning, Deep Learning, Reinforcement Learning, Probabilistic Graphical Models

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Bingbin Liu

Stanford University
MS in Computer Science

Advisors: Pradeep Ravikumar & Andrej Risteski

Research Interests: Interpretability, representation learning, data efficiency

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Leqi Liu

Bryn Mawr College
BA in Computer Science

Advisor: Zachary Lipton

Research Interests: Artificial Intelligence; Statistical Machine Learning; Reinforcement Learning; Fairness, Accountability and Transparency in Machine Learning

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Yusha Liu

Carnegie Mellon University
MS in Machine Learning

Advisor: Aarti Singh

Research Interests: Sequential decision making; Active learning

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Natalia L. de Oliveira

Federal University of Sao Carlos and University of Sao Paulo
MS in Statistics

Advisors: Ryan Tibshirani & Jing Lei

Research Interests: statistical machine learning, out-of-sample error estimation, randomization-based methods to improve generalization, Bayesian methods. 

Statistics & Machine Learning Joint PhD Degree

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Darby Losey

University of Washington
BS in Computer Science, Neurobiology

Advisors: Byron Yu & Steve Chase

Research Interests: Brain-Computer Interfacing, Computational Neuroscience,Dimensionality Reduction, Signal Processing

Neural Computation & Machine Learning Joint PhD Degree

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Pratyush Maini

IIT, Dehli
B.Tech in Computer Science and Engineering

Advisor: TBD

Research Interests: Trustworthy Machine Learning

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Tanya Marwah

Carnegie Mellon University
MS in Robotics

Advisors: Zack Lipton & Andrej Risteski

Research Interests: Reinforcement Learning, Machine Learning, Optimization

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Abhinav Maurya

Indian Institute of Technology Bombay
M.Tech. in Computer Science and Engineering
Advisor: Rahul Telang
Research Interests: Machine Learning, Data Science, Computational Social Science, Public Policy

Machine Learning & Public Policy Joint PhD Degree

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Stephanie Milani

University of Maryland, Baltimore County
BS in Computer Science & BA in Psychology

Advisor: Fei Feng

Research Interests: Sequential decision making, Artificial Intelligence, Reinforcement learning

 

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So Yeon (Tiffany) Min

Massachusetts Institute of Technology
B.S. & M.Eng. in EECS

Advisors: Ruslan Salakhutdinov & Yonatan Bisk

Research Interests: Deep learning with domain knowledge

 

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Renato Negrinho

Instituto Superior Tecnico, Portugal
MS in Electrical and Computer Engineering

Advisors: Geoff Gordon & Matt Gormley

Research Interests: Statistical Machine Learning, Optimization, Natural Language Processing

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Ojash Neopane

University of California, San Diego
BS in Electrical & Computer Engineering, Mathematics

Advisor: Aaditya Ramdas & Aarti Singh

Research Interests: Sequential Analysis, Reinforcement Learning

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Inioluwa Oguntola

MIT
ME & BS in Computer Science

Advisor: Katia Sycara

Research Interests: Deep learning, multimodal learning, computer vision, natural language processing

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Motolani Olarinre

New Jersey Institute of Technology
MS in Computational Biology

Advisor: Robert Kass

Research Interests: Statistical Machine Learning and Reinforcement Learning

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Biswajit Paria

Indian Institute of Technology Kharagpur,
BS & MS in Computer Science and Engineering

Advisors: Barnabas Poczos & Jeff Schneider

Research Interests: Statistical and theoretical machine learning

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Emilio Parisotto

University of Toronto
BS in Computer Science

Advisor: Ruslan Salakhutdinov

Research Interests: Deep Reinforcement Learning, Generative Models, and Multitask and Transfer Learning in the RL setting. In particular, I am currently interested in more sophisticated memory systems for deep reinforcement learning agents that can allow them to operate in rich 3D environments

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Pratik Patil

University of Toronto
MASc in Electrical & Computer Engineering
MS in Statistics

Advisor: Ryan Tibshirani

Research Interests: Statistical Machine Learning, Information Theory, Optimization

Statistics & Machine Learning Joint PhD Degree

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Tara Pirnia

University of California, Los Angeles
B.S. in Neuroscience

Advisor: Tom Mitchell

Research Interest: Machine learning, signal processing, and neural computation. In particular,
modeling neural mechanism of speech production.

Neural Computation & Machine Learning Joint PhD Degree

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Gregory Plumb

University of Wisconsin, Madison
BS in Computer Science

Advisor: Ameet Talwalkar

Research Interests: Theoretical Machine Learning, Deep Learning

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Aleksandr (Sasha) Podkopaev

Moscow Institute of Physics and Technology, MS in Applied Mathematics and Physics
Skolkovo Institute of Science and Technology,MS in Mathematics and Computer Science

Advisor: Aaditya Ramdas

Research Interests: Statistical Modeling of Neural Signals, Statistical Learning Theory, Optimization, Implicit Algorithmic Regularization

Statistics & Machine Learning Joint PhD Degree

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Ashwini Pokle

Stanford University
MS in Computer Science

Advisor: Zico Kolter

Research Interests: Multi-task learning, Reinforcement learning, Generative Modelling, 2D Vision

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Rattana Pukdee

University of Oxford
Master in Mathematics

Advisor: TBD

Research Interests: Robustness, Fairness, ML in public policy

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Charvi Rastogi

Indian Institute of Technology, Bombay
B.Tech/M.Tech in Electrical Engineering

Advisors: Nihar Shah, Kenneth Holstein

Research Interests: Statistical Machine Learning, Learning Theory, Learning from People, Crowdsourcing

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Elan Rosenfeld

Carnegie Mellon University
BS in Computer Science, Statistics & Machine Learning

Advisors: Pradeep Ravikumar & Andrej Risteski

Research Interests: Statistical machine learning, computational learning theory, graphical models, neural networks

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Aaron Rumack

Cornell University
BS in Computer Science

Advisor: Roni Rosenfeld

Research Interests: applied machine learning and computational biology

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Dylan Sam

Brown University
BS in Computer Science and Mathematics

Advisor: TBD

Research Interests: Statistical Machine Learning

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Abulhair Saparov

Princeton University
B.S.E. in Computer Science

Advisor: Tom Mitchell

Research Interests: Scalable machine learning, AI, algorithms, Bayesian statistical methods, natural language processing.

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Robin Schmucker

Karlsruhe Institute of Technology
B.Sc. in Informatics

Advisor: Tom Mitchell

Research Interests: Event Detection, Optimization, Internet of Things

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Amrith Setlur

Carnegie Mellon University
MS in Language Technologies

Advisor: TBD

Research Interests: Statistical Machine Learning, Sequential Decision Making

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Shubhranshu Shekhar

Indian Institute of Technology Madras, Chennai
MS in Computer Science and Engineering

Advisor: Leman Akoglu

Research Interests: Data Mining, Anomaly Detection, Medical and Social Science Applications

Machine Learning & Public Policy Joint PhD Degree

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Junhong Shen

UCLA
B.S. in Mathematics of Computation,

Advisor: TBD

Research Interests: Statistical machine learning with a focus on automation and interpretability

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Samuel Sokota

University of Alberta
MS in Computer Science

Swarthmore College
BA in Mathematics

Advisor: Zico Kolter

Research Interests: Machine Learning, Reinforcement Learning, Game Theory, Online Learning, Optimization

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Xiangchen Song

University of Illinois at Urbana-Champaign
B.S. in Mathematics and Computer Science

Advisor: TBD

Research Interests: Machine Learning and Data Mining

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Ivan Stelmakh

Moscow Institute of Physics and Technology
BS in Computer Science

Advisors: Nihar Shah & Aarti Singh

Research Interests: Statistical Learning Theory, Learning form People, Theoretical Machine Learning

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Haitian Sun

Carnegie Mellon University
MS in Machine Learning

Advisor: Ruslan Salakhutinov

Research Interests: Machine Learning, Deep Learning, Natural Language Processing, Question Answering

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Nicholay Topin

University of Maryland
BS in Computer Science

Advisor: Manuela Veloso

Research Interests: Reinforcement Learning, Deep Learning, Sequential decision making

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Brandon Trabucco

UC Berkeley
B.S. in EECS

Advisor: TBD

Research Interests: Deep Learning, Reinforcement Learning, Probabilistic Models

 

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Che-Ping Tsai

National Taiwan University
BS in Electronic Engineering and Mathematics,
MS in Computer Science

Advisor: Pradeep Ravikumar

Research Interests:  Interpretability and Natural language processing

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Yao-Hung (Hubert) Tsai

National Taiwan University
B.S.E in Electrical Engineering

Advisor: Ruslan Salakhutdinov

Research Interests: Deep Learning, Computer Vision and Natural Language Processing

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Jacob Tyo

West Virginia University
M.S. & B.S. in Electrical Engineering

Advisor: Zachary Lipton

Research Interests: Artificial Intelligence, Reinforcement Learning, Unsupervised Learning, Causal Inferencing, Active Learning

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Akash Umakantha

Vanderbilt University
B.S.E. in Electrical Engineering and Biomedical Engineering

Advisor: Byron Yu & Matthew Smith (University of Pittsburgh)

Research Interests:Latent variable models, dynamical systems, visual neuroscience, computational neuroscience

Neural Computation & Machine Learning Joint PhD Degree

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Aria Yuan Wang

UC Berkeley
BA in Statistics and Cognitive Science

Advisors: Mike Tarr, Leila Wehbe

Research Interests: Computer and Human Vision, Computational neuroscience

Neural Computation & Machine Learning Joint PhD Degree

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Maxwell Wang

Washington University in St. Louis
BS in Electrical Engineering

Advisors: Avniel Ghuman, Max G'Sell, and Rob Kass

Research Interests: dynamical systems, neuroscience, and medicine

Neural Computation & Machine Learning Joint PhD Degree

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Zixin Wen

University of International Business and Economics in China
B.A. in Financial Mathematics

Advisor: TBD

Research Interests: Deep Learning Theory

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Ezra Winston

Carnegie Mellon University
MS in Machine Learning

Advisor: Zico Kolter

Research Interests: Natural language understanding, representation learning

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Shenghao Wu

City University of Hong Kong, B.S. in Computing Mathematics;
Columbia University, B.A. in Mathematics & Statistics

Advisors: Byron Yu & Matthew Smith & Brent Doiron (University of Chicago)

Research Interests: computational neuroscience, dimensionality reduction, spiking neural networks

Neural Computation & Machine Learning Joint PhD Degree

 

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Yifan Wu

University of Alberta, M.S. in Computing Science
Shanghai Jiao Tong University, B.S. in Computer Science

Advisor: Zachary Lipton

Research Interests: Sequential decision making, large scale and complex modelling, learning theory

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Tom Yan

Massachusetts Institute of Technology
BS & MEng in EECS

Advisor: Ariel Procaccia

Research Interests: Principled approaches to Machine Learning & Artificial Intelligence

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Tian Ye

Tsinghua University
B.E. in Computer Science

Advisor: TBD

Research Interests: Deep learning and representation learning

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Chih-Kuan Yeh

National Taiwan University
BS in Electronic Engineering

Advisor: Pradeep Ravikumar

Research Interests: deep learning algorithms and its application in computer vision, artificial intelligence, and natural language processing. I'm also interested in transfer learning, generative model, and deep reinforcement learning

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David Zhao

Harvard University
Bachelor of Arts in Applied Mathematics

Advisor: Ann Lee

Research Interests: Statistical Machine Learning, Likelihood-free Inference, Uncertainty Quantification, Applications to Astronomy and Physics

 Statistics & Machine Learning Joint PhD Degree

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Lingxiao Zhao

Carnegie Mellon
MS in Electrical and Computer Engineering

Advisors: Leman Akoglu & Aarti Singh

Research Interests: machine learning on graph

Machine Learning & Public Policy Joint PhD Degree

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Chenghui Zhou

McGill University, B.S. in Computer Science

Advisor: Barnabas Poczos

Research Interests: learning from time series data, statistical machine learning, spectral learning

Photo of Helen Zhou

Helen Zhou

Massachusetts Institute of Technology
B.S. and M.Eng. in Computer Science and Electrical Engineering

Advisor: Zachary Lipton

Research Interests: deep learning, representation learning, bayesian methods, natural language processing, machine learning for healthcare