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stat.ML2026
Finite Resources False Discovery Rate Control in Structured Hypothesis Spaces
Binyamin Perets, Shie Mannor
Scientific discovery relies on large-scale hypothesis testing. However, the capacity to identify true discoveries while controlling false discovery faces major challenges: obtainin…
stat.ML2025
Efficient Fairness-Performance Pareto Front Computation
Mark Kozdoba, Binyamin Perets, Shie Mannor
There is a well known intrinsic trade-off between the fairness of a representation and the performance of classifiers derived from the representation. Due to the complexity of opti…