2026
Many Needles in a Haystack: Active Hit Discovery for Perturbation Experiments
ICML 2026poster
High-throughput gene perturbation experiments can test several genetic interventions in parallel, yet experimental budgets remain limited. A central goal is hit discovery: identifying as many perturbations as possible whose phenotypic effect exceeds a predefined threshold. Pure exploration strategie…