2 papers
stat.ML2026
A Regret Perspective on Online Multiple Testing
Qingyang Hao, Kongchang Zhou, Fang Kong +1
Online Multiple Testing (OMT), a fundamental pillar of sequential statistical inference, traditionally evaluates the False Discovery Rate (FDR) and statistical power in isolation,…
cs.LG2025
Hybrid Combinatorial Multi-armed Bandits with Probabilistically Triggered Arms
Kongchang Zhou, Tingyu Zhang, Wei Chen +1
The problem of combinatorial multi-armed bandits with probabilistically triggered arms (CMAB-T) has been extensively studied. Prior work primarily focuses on either the online sett…