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Kernel Treatment Effects with Adaptively Collected Data

stat.ML · 2025-10-11 · unverdicted · novelty 7.0

Presents the first kernel framework for distributional treatment effect inference from adaptively collected data, using doubly robust RKHS scores, cross-fold witness functions, and sequentially normalized statistics with valid type-I error.

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  • Kernel Treatment Effects with Adaptively Collected Data stat.ML · 2025-10-11 · unverdicted · none · ref 21

    Presents the first kernel framework for distributional treatment effect inference from adaptively collected data, using doubly robust RKHS scores, cross-fold witness functions, and sequentially normalized statistics with valid type-I error.