Optimal Prediction-Augmented Algorithms for Testing Independence of Distributions

Maryam Aliakbarpour, Alireza Azizi, Ria Stevens. Optimal Prediction-Augmented Algorithms for Testing Independence of Distributions. In Steve Hanneke, Tor Lattimore, editors, The Thirty Ninth Annual Conference on Learning Theory, June 29 - July 3, 2026, San Diego, California, USA. Volume 336 of Proceedings of Machine Learning Research, pages 106-157, PMLR, 2026. [doi]

Abstract

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