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20212026
most citedFinite time analysis of temporal difference learning with linear function approximation: Tail averaging and regularisation

2 citations · 3 across the 5 of their papers we have counts for

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stat.ML2026

Causal EpiNets: Precision-corrected Bounds on Individual Treatment Effects using Epistemic Neural Networks

Gandharv Patil, Keyi Tang, Raquel Aoki +1

Individual treatment effects are not point-identified from data. The Probability of Necessity and Sufficiency (PNS) circumvents this limitation by characterizing individual-level c…