More from the Same Authors

• 2021 : Stateful Performative Gradient Descent »
  Zachary Izzo · James Zou · Lexing Ying
• 2022 : On the nonlinear correlation of ML performance across data subpopulations »
  Weixin Liang · Yining Mao · Yongchan Kwon · Xinyu Yang · James Zou
• 2022 : MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts »
  Weixin Liang · Xinyu Yang · James Zou
• 2022 : Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning »
  Weixin Liang · Yuhui Zhang · Yongchan Kwon · Serena Yeung · James Zou
• 2023 : Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks »
  Yuzhen Mao · Zhun Deng · Huaxiu Yao · Ting Ye · Kenji Kawaguchi · James Zou
• 2023 : Prospectors: Leveraging Short Contexts to Mine Salient Objects in High-dimensional Imagery »
  Gautam Machiraju · Arjun Desai · James Zou · Christopher Re · Parag Mallick
• 2023 : Beyond Confidence: Reliable Models Should Also Consider Atypicality »
  Mert Yuksekgonul · Linjun Zhang · James Zou · Carlos Guestrin
• 2023 : Less is More: Using Multiple LLMs for Applications with Lower Costs »
  Lingjiao Chen · Matei Zaharia · James Zou
• 2023 Poster: Data-Driven Subgroup Identification for Linear Regression »
  Zachary Izzo · Ruishan Liu · James Zou
• 2023 Poster: Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value »
  Yongchan Kwon · James Zou
• 2023 Poster: Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations »
  Weixin Liang · Yining Mao · Yongchan Kwon · Xinyu Yang · James Zou
• 2023 Poster: Discover and Cure: Concept-aware Mitigation of Spurious Correlation »
  Shirley Wu · Mert Yuksekgonul · Linjun Zhang · James Zou
• 2022 : Invited talk #2 James Zou (Title: Machine learning to make clinical trials more efficient and diverse) »
  James Zou
• 2022 : Contributed Talk 2: MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts »
  Weixin Liang · Xinyu Yang · James Zou
• 2022 Poster: Meaningfully debugging model mistakes using conceptual counterfactual explanations »
  Abubakar Abid · Mert Yuksekgonul · James Zou
• 2022 Spotlight: Meaningfully debugging model mistakes using conceptual counterfactual explanations »
  Abubakar Abid · Mert Yuksekgonul · James Zou
• 2019 Poster: Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits »
  Martin Zhang · James Zou · David Tse
• 2019 Oral: Adaptive Monte Carlo Multiple Testing via Multi-Armed Bandits »
  Martin Zhang · James Zou · David Tse
• 2017 Poster: Estimating the unseen from multiple populations »
  Aditi Raghunathan · Greg Valiant · James Zou
• 2017 Poster: Learning Latent Space Models with Angular Constraints »
  Pengtao Xie · Yuntian Deng · Yi Zhou · Abhimanu Kumar · Yaoliang Yu · James Zou · Eric Xing
• 2017 Talk: Learning Latent Space Models with Angular Constraints »
  Pengtao Xie · Yuntian Deng · Yi Zhou · Abhimanu Kumar · Yaoliang Yu · James Zou · Eric Xing
• 2017 Talk: Estimating the unseen from multiple populations »
  Aditi Raghunathan · Greg Valiant · James Zou