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John C. Duchi

机构:Stanford University · ORCID:0000-0003-0045-7185

发表论文 187 篇 · 总被引 19529 次 · h-index 51

代表论文

  • Robust Validation: Confident Predictions Even When Distributions Shift (2023 · Journal of the American Statistical Association · 被引 44)
  • Bounds on the conditional and average treatment effect with unobserved confounding factors (2022 · The Annals of Statistics · 被引 41)
  • Distributionally Robust Losses for Latent Covariate Mixtures (2022 · Operations Research · 被引 41)
  • The right complexity measure in locally private estimation: It is not the Fisher information (2024 · The Annals of Statistics · 被引 30)
  • PPI++: Efficient Prediction-Powered Inference (2023 · arXiv (Cornell University) · 被引 9)
  • Differentially Private Heavy Hitter Detection using Federated Analytics (2024 · 被引 7)