arxivmath.PRstat.MEstat.ML2026-07-23
Self-Balancing Sequential Sampling: Fast Convergence with Controlled Predictability
Many instances of sequential sampling, including audit and inspection scheduling, representative sampling, and treatment assignment, require selections to be distributed evenly without becoming easy to anticipate or exploit. We study a family of sequential sampling rules that ada…