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Zachary Chase Lipton
Assistant Professor, Carnegie Mellon University
Joined
September 2016
Names
Zachary Chase Lipton
(Preferred)
,
Zachary Lipton
Emails
****@eng.ucsd.edu
(Confirmed)
,
****@cs.ucsd.edu
(Confirmed)
,
****@cmu.edu
(Confirmed)
,
****@amazon.com
(Confirmed)
,
****@gmail.com
Personal Links
Homepage
Google Scholar
Career & Education History
Assistant Professor
Carnegie Mellon University
(cmu.edu)
2018
–
Present
PhD student
University of California, San Diego
(ucsd.edu)
2013
–
2017
Advisors, Relations & Conflicts
PhD Advisor
Julian McAuley
2015
–
2017
PhD Advisor
Charles Elkan
2013
–
2017
Expertise
Deep Learning
,
Dialogue Systems
,
Reinforcement Learning
,
Multilabel Classification
,
Machine Learning for Healthcare
,
Distribution Shift
2013
–
Present
Publications
Domain Adaptation under Missingness Shift
Helen Zhou
,
Sivaraman Balakrishnan
,
Zachary Chase Lipton
AISTATS
Readers:
Everyone
Evaluating Model Performance in Medical Datasets Over Time
Helen Zhou
,
Yuwen Chen
,
Zachary Chase Lipton
CHIL
Readers:
Everyone
LLMs Struggle to Balance Reasoning and World Knowledge in Causal Narrative Understanding
Khurram Yamin
,
Shantanu Gupta
,
Gaurav Rohit Ghosal
,
Zachary Chase Lipton
,
Bryan Wilder
ICLR 2026 Poster
Readers:
Everyone
Large-Scale Pretraining Offers Modest Benefits for Tabular Transfer Learning
Daniel P Jeong
,
Manh-Bao Nguyen
,
Juyong Kim
,
Rattana Pukdee
,
Michael Oberst
,
Zachary Chase Lipton
,
Pradeep Ravikumar
Submitted to ICLR 2026
Readers:
Everyone
Drawing Reliable Conclusions with Imperfect Synthetic Data
Yewon Byun
,
Shantanu Gupta
,
Zachary Chase Lipton
,
Rachel Leah Childers
,
Bryan Wilder
NeurIPS 2025 - Reliable ML Workshop
Readers:
Everyone
Drawing Reliable Conclusions with Synthetic Simulations from Large Language Models
Yewon Byun
,
Shantanu Gupta
,
Zachary Chase Lipton
,
Rachel Leah Childers
,
Bryan Wilder
Social Sim'25
Readers:
Everyone
Valid Inference with Synthetic Data from Language Models
Yewon Byun
,
Shantanu Gupta
,
Zachary Chase Lipton
,
Rachel Leah Childers
,
Bryan Wilder
ICML 2025 R2-FM Workshop Poster
Readers:
Everyone
OpenUnlearning: Accelerating LLM Unlearning via Unified Benchmarking of Methods and Metrics
Vineeth Dorna
,
Anmol Mekala
,
Wenlong Zhao
,
Andrew McCallum
,
J Zico Kolter
,
Zachary Chase Lipton
,
Pratyush Maini
MemFM
Readers:
Everyone
MAGIC: Diffusion Model Memorization Auditing via Generative Image Compression
Gunjan Dhanuka
,
Sumukh K Aithal
,
Avi Schwarzschild
,
Zhili Feng
,
J Zico Kolter
,
Zachary Chase Lipton
,
Pratyush Maini
MemFM
Readers:
Everyone
Failure Modes of LLMs for Causal Reasoning on Narratives
Khurram Yamin
,
Shantanu Gupta
,
Gaurav Rohit Ghosal
,
Zachary Chase Lipton
,
Bryan Wilder
ICML 2025 Workshop SIM Poster
Readers:
Everyone
View all 101 publications
Co-Authors
Aaditya Ramdas
Adarsh Prasad
Aditi Raghunathan
Aditya Siddhant
Alan L Montgomery
Alex Smola
Alexander Robey
Alexandra Chouldechova
Amrith Setlur
Andrej Risteski
Andrew McCallum
Andy Zou
Anima Anandkumar
Ankur Moitra
Anmol Mekala
Anmol Reddy Mekala
Aran Khanna
Ashwini Pokle
Audrey Huang
Avi Schwarzschild
Behnam Neyshabur
Bryan Wilder
Byron C Wallace
Carlos Guestrin
Chenglei Si
View all 142 co-authors