Is Merging Worth It? Securely Evaluating the Information Gain for Causal Dataset Acquisition

Jake Fawkes, Lucile Ter-Minassian, Desi R. Ivanova, Uri Shalit, Christopher C. Holmes. Is Merging Worth It? Securely Evaluating the Information Gain for Causal Dataset Acquisition. In Yingzhen Li, Stephan Mandt, Shipra Agrawal 0001, Mohammad Emtiyaz Khan, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2025, Mai Khao, Thailand, 3-5 May 2025. Volume 258 of Proceedings of Machine Learning Research, pages 1423-1431, PMLR, 2025. [doi]

Abstract

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