Review
Oct 2026
Learning Sparse Support under Differential Privacy: Adaptive Algorithms and Minimax Limits
Saturated Propose-test-release, a general mechanism that privately releases the output of a discrete selector with probability one once its stability certificate reaches a finite threshold, is introduced and a computable support-stability score is constructed.
Jian-Zhong Gu, T. Cai
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