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Angela Zhou

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Opening RemarksBridging Prediction and Intervention Problems in Social Systems (Simons Institute, 2026)2026-01-12
Claims that predictive accuracy alone fails to predict downstream impact and that an integrated viewpoint is necessary, with a formal split between predictive…
Organiser on
Confounding-Robust Policy Evaluation In Infinite-Horizon Reinforcement LearningAlgorithmic Aspects of Causal Inference 20222022-03-18
Claims a method to compute sharp bounds on infinite-horizon off‑policy values under unobserved time‑step confounding using a marginal sensitivity model…
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Causal Inference And Data-Driven Decision-MakingMeet the Fellows Welcome Event2021-09-08
Presents a concrete method for learning treatment rules that is robust to unobserved confounding by optimizing worst‑case policy value over an ambiguity set…
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Towards Credible and Effective Data-Driven Decision-MakingMeet the Fellows Welcome Event2021-09-08
Describes a concrete method for minimax-optimal policy learning under unobserved confounding: parameterize confounding with a sensitivity model, plug that into…
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