Current Lab Members
Zachary Lipton
PI
Research Interests: Pickled Herring, Philosophy of Artificial Intelligence
Daniel Jeong
PhD Student
Research Interests: Statistical Machine Learning, Robustness, Knowledge Graphs, ML for Healthcare
Emily Byun
PhD Student
Research Interests: Robustness, Distribution Shift, Machine Learning for Healthcare
Helen Zhou
PhD Student
Research Interests: Machine Learning for Healthcare
Jacob Tyo
PhD Student
Research Interests: Meta-Learning, Reinforcement Learning
Jennifer Hsia
PhD Student
Research Interests: Robustness, Human-in-the-loop Learning
Kundan Krishna
PhD Student
Research Interests: NLP, Machine Learning for Healthcare
Kyra Gan
PhD Student
Research Interests: Causality, Machine Learning for Healthcare
Liu Leqi
PhD Student
Research Interests: Human-aligned ML, Causality, Decision-making
Mel Andrews
PhD Student
Research Interests: philosophy of ML, ML in science, ML ethics
Michael Feffer
PhD Student
Research Interests: Fairness in Machine Learning, AI for Social Good, Music Information Retrieval, Data-Driven Humanities
Nil-Jana Akpinar
PhD Student
Research Interests: Statistical methodology, Fairness in machine learning, Machine learning in high-stakes decision settings
Pratyush Maini
PhD Student
Research Interests: Trustworthy ML, Domain Generalization and Adaptation, Science of Deep Learning
Saurabh Garg
PhD Student
Research Interests: Robustness, Distribution Shift, NLP
Shahriar Noroozizadeh
PhD Student
Research Interests: Machine Learning for Healthcare, Temporal Representation Learning, Interpretability, Reinforcement Learning
Shantanu Gupta
PhD Student
Research Interests: Causal Inference, Decision-making
Tanya Marwah
PhD Student
Research Interests: Deep Learning Theory, Generative Modeling
Audrey Huang
MS Student
Research Interests: RL, Imitation Learning, Risk-Aversion, Safety
Evan Fellman
MS Student
Research Interests: Machine Learning for Healthcare, NLP
Himanshu Thakur
MS Student
Research Interests: Human-Centered AI, Generalization and Robustness, Multimodal ML, Science of Deep Learning
Manley Roberts
MS Student
Research Interests:
Pranav Mani
MS Student
Research Interests: Distribution Shifts, Reinforcement Learning, NLP
Tzu-Ching Yen
MS Student
Research Interests: Robustness, Distribution Shift
Yuwen Chen
MS Student
Research Interests: Machine Learning for Healthcare
Past Lab Members
Aditya Siddhant
Current Gig: Google
Alankar Jain
Current Gig: Google
Bhargavi Paranjape
Current Gig: University of Washington
Danish Pruthi
Current Gig: Amazon
Divyansh Agarwal
Current Gig: Salesforce Research
Divyansh Kaushik
Current Gig: Federation of American Scientists
Jessica Dai
Current Gig: Arthur AI
Mansi Gupta
Current Gig: Twitter
Mihir Kale
Current Gig: Google
Nick Roberts
Current Gig:
Punit Singh Koura
Current Gig: Facebook
Riccardo Fogliato
Current Gig: Amazon
Rishabh Ranjan
Current Gig: PhD Student @ Stanford University
Simran Kaur
Current Gig: PhD Student, Princeton
Sina Fazelpour
Current Gig: Assistant Professor of Philosophy and CS at Northeastern
Yifan Wu
Current Gig: Two Sigma
Zachary Novack
Current Gig: PhD Student, UCSD