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7-UP: generating in silico CODEX from a small set of immunofluorescence markers
James Zou
Author Information
James Zou (Stanford)
More from the Same Authors
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2021 : Stateful Performative Gradient Descent »
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2022 : On the nonlinear correlation of ML performance across data subpopulations »
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2022 : MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts »
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2022 : Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning »
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2023 : Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks »
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2023 : Prospectors: Leveraging Short Contexts to Mine Salient Objects in High-dimensional Imagery »
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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 »
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2023 Poster: Data-Driven Subgroup Identification for Linear Regression »
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2023 Poster: Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value »
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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 »
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2022 : Invited talk #2 James Zou (Title: Machine learning to make clinical trials more efficient and diverse) »
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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 »
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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 »
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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