More from the Same Authors

• 2021 : Do You See What I See? A Comparison of Radiologist Eye Gaze to Computer Vision Saliency Maps for Chest X-ray Classification »
  Jesse Kim · Helen Zhou · Zachary Lipton
• 2022 : Domain Adaptation under Open Set Label Shift »
  Saurabh Garg · Sivaraman Balakrishnan · Zachary Lipton
• 2022 : Unsupervised Learning under Latent Label Shift »
  Pranav Mani · Manley Roberts · Saurabh Garg · Zachary Lipton
• 2022 : Characterizing Datapoints via Second-Split Forgetting »
  Pratyush Maini · Saurabh Garg · Zachary Lipton · Zico Kolter
• 2022 : Causally motivated multi-shortcut identification and removal »
  Jiayun Zheng · Maggie Makar
• 2022 : Fairness and robustness in anti-causal prediction »
  Maggie Makar · Alexander D'Amour
• 2022 : Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare »
  Shengpu Tang · Maggie Makar · Michael Sjoding · Finale Doshi-Velez · Jenna Wiens
• 2022 : Fairness and robustness in anti-causal prediction »
  Maggie Makar · Alexander D'Amour
• 2022 : Counterfactual Metrics for Auditing Black-Box Recommender Systems for Ethical Concerns »
  Nil-Jana Akpinar · Liu Leqi · Dylan Hadfield-Menell · Zachary Lipton
• 2022 : RiskyZoo: A Library for Risk-Sensitive Supervised Learning »
  William Wong · Audrey Huang · Liu Leqi · Kamyar Azizzadenesheli · Zachary Lipton
• 2023 : Towards Modular Machine Learning Pipelines »
  Aditya Modi · JIVAT NEET KAUR · Maggie Makar · Pavan Mallapragada · Amit Sharma · Emre Kiciman · Adith Swaminathan
• 2023 : Model-tuning Via Prompts Makes NLP Models Adversarially Robust »
  Mrigank Raman · Pratyush Maini · Zico Kolter · Zachary Lipton · Danish Pruthi
• 2023 : Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift »
  Saurabh Garg · Amrith Setlur · Zachary Lipton · Sivaraman Balakrishnan · Virginia Smith · Aditi Raghunathan
• 2023 : Deep Equilibrium Based Neural Operators for Steady-State PDEs »
  Tanya Marwah · Ashwini Pokle · Zico Kolter · Zachary Lipton · Jianfeng Lu · Andrej Risteski
• 2023 : How to Cope with Gradual Data Drift? »
  Rasool Fakoor · Jonas Mueller · Zachary Lipton · Pratik Chaudhari · Alex Smola
• 2023 : TMARS: Improving Visual Representations by Circumventing Text Feature Learning »
  Pratyush Maini · Sachin Goyal · Zachary Lipton · Zico Kolter · Aditi Raghunathan
• 2023 : Identifying Inequity in Treatment Allocation »
  Yewon Byun · Dylan Sam · Zachary Lipton · Bryan Wilder
• 2023 : Conditional Diffusion Replay for Continual Learning in Medical Settings »
  Yewon Byun · Saurabh Garg · Sanket Vaibhav Mehta · Praveer Singh · Jayashree Kalpathy-cramer · Bryan Wilder · Zachary Lipton
• 2023 Workshop: The Second Workshop on Spurious Correlations, Invariance and Stability »
  Yoav Wald · Claudia Shi · Aahlad Puli · Amir Feder · Limor Gultchin · Mark Goldstein · Maggie Makar · Victor Veitch · Uri Shalit
• 2023 Poster: Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective »
  Tanya Marwah · Zachary Lipton · Jianfeng Lu · Andrej Risteski
• 2023 Poster: Can Neural Network Memorization Be Localized? »
  Pratyush Maini · Michael Mozer · Hanie Sedghi · Zachary Lipton · Zico Kolter · Chiyuan Zhang
• 2023 Poster: RLSbench: Domain Adaptation Under Relaxed Label Shift »
  Saurabh Garg · Nick Erickson · University of California James Sharpnack · Alex Smola · Sivaraman Balakrishnan · Zachary Lipton
• 2023 Poster: Adversarial Policies Beat Superhuman Go AIs »
  Tony Wang · Adam Gleave · Tom Tseng · Kellin Pelrine · Nora Belrose · Joseph Miller · Michael Dennis · Yawen Duan · Viktor Pogrebniak · Sergey Levine · Stuart Russell
• 2023 Oral: Pretraining Language Models with Human Preferences »
  Tomasz Korbak · Kejian Shi · Angelica Chen · Rasika Bhalerao · Christopher Buckley · Jason Phang · Samuel Bowman · Ethan Perez
• 2023 Oral: Adversarial Policies Beat Superhuman Go AIs »
  Tony Wang · Adam Gleave · Tom Tseng · Kellin Pelrine · Nora Belrose · Joseph Miller · Michael Dennis · Yawen Duan · Viktor Pogrebniak · Sergey Levine · Stuart Russell
• 2023 Poster: Pretraining Language Models with Human Preferences »
  Tomasz Korbak · Kejian Shi · Angelica Chen · Rasika Bhalerao · Christopher Buckley · Jason Phang · Samuel Bowman · Ethan Perez
• 2023 Poster: CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets »
  Zachary Novack · Julian McAuley · Zachary Lipton · Saurabh Garg
• 2023 Poster: Invariance in Policy Optimisation and Partial Identifiability in Reward Learning »
  Joar Skalse · Matthew Farrugia-Roberts · Stuart Russell · Alessandro Abate · Adam Gleave
• 2022 Workshop: Principles of Distribution Shift (PODS) »
  Elan Rosenfeld · Saurabh Garg · Shibani Santurkar · Jamie Morgenstern · Hossein Mobahi · Zachary Lipton · Andrej Risteski
• 2022 Workshop: Spurious correlations, Invariance, and Stability (SCIS) »
  Aahlad Puli · Maggie Makar · Victor Veitch · Yoav Wald · Mark Goldstein · Limor Gultchin · Angela Zhou · Uri Shalit · Suchi Saria
• 2022 Poster: Supervised Learning with General Risk Functionals »
  Liu Leqi · Audrey Huang · Zachary Lipton · Kamyar Azizzadenesheli
• 2022 Spotlight: Supervised Learning with General Risk Functionals »
  Liu Leqi · Audrey Huang · Zachary Lipton · Kamyar Azizzadenesheli
• 2021 : RL Explainability & Interpretability Panel »
  Ofra Amir · Finale Doshi-Velez · Alan Fern · Zachary Lipton · Omer Gottesman · Niranjani Prasad
• 2021 Poster: Correcting Exposure Bias for Link Recommendation »
  Shantanu Gupta · Hao Wang · Zachary Lipton · Yuyang Wang
• 2021 Spotlight: Correcting Exposure Bias for Link Recommendation »
  Shantanu Gupta · Hao Wang · Zachary Lipton · Yuyang Wang
• 2021 Poster: RATT: Leveraging Unlabeled Data to Guarantee Generalization »
  Saurabh Garg · Sivaraman Balakrishnan · Zico Kolter · Zachary Lipton
• 2021 Oral: RATT: Leveraging Unlabeled Data to Guarantee Generalization »
  Saurabh Garg · Sivaraman Balakrishnan · Zico Kolter · Zachary Lipton
• 2021 Poster: On Proximal Policy Optimization's Heavy-tailed Gradients »
  Saurabh Garg · Joshua Zhanson · Emilio Parisotto · Adarsh Prasad · Zico Kolter · Zachary Lipton · Sivaraman Balakrishnan · Ruslan Salakhutdinov · Pradeep Ravikumar
• 2021 Spotlight: On Proximal Policy Optimization's Heavy-tailed Gradients »
  Saurabh Garg · Joshua Zhanson · Emilio Parisotto · Adarsh Prasad · Zico Kolter · Zachary Lipton · Sivaraman Balakrishnan · Ruslan Salakhutdinov · Pradeep Ravikumar
• 2020 Poster: Uncertainty-Aware Lookahead Factor Models for Quantitative Investing »
  Lakshay Chauhan · John Alberg · Zachary Lipton
• 2019 Poster: Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment »
  Yifan Wu · Ezra Winston · Divyansh Kaushik · Zachary Lipton
• 2019 Poster: What is the Effect of Importance Weighting in Deep Learning? »
  Jonathon Byrd · Zachary Lipton
• 2019 Oral: Domain Adaptation with Asymmetrically-Relaxed Distribution Alignment »
  Yifan Wu · Ezra Winston · Divyansh Kaushik · Zachary Lipton
• 2019 Oral: What is the Effect of Importance Weighting in Deep Learning? »
  Jonathon Byrd · Zachary Lipton
• 2018 Poster: Detecting and Correcting for Label Shift with Black Box Predictors »
  Zachary Lipton · Yu-Xiang Wang · Alexander Smola
• 2018 Poster: Born Again Neural Networks »
  Tommaso Furlanello · Zachary Lipton · Michael Tschannen · Laurent Itti · Anima Anandkumar
• 2018 Oral: Born Again Neural Networks »
  Tommaso Furlanello · Zachary Lipton · Michael Tschannen · Laurent Itti · Anima Anandkumar
• 2018 Oral: Detecting and Correcting for Label Shift with Black Box Predictors »
  Zachary Lipton · Yu-Xiang Wang · Alexander Smola