Topic · Management Science and Operations Research · Decision Sciences

Advanced Bandit Algorithms Research

OpenAlex topic; a paper is listed when OpenAlex scores it at least 0.5 for this topic.

Bioinformatics·bioRxivPreprint·Oct 28, 2026
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Fixing the Measurement Model Before the Selection Heuristics: Optimiser Repairs for Living-Cell Self-Driving Laboratories
Nura Brimo, Dilek Çökeli̇ler Serdaroğlu
This paper compares measurement-aware models and selection-level repairs in Bayesian optimisation for living-cell experiments, finding that measurement-aware models reduce regret and improve coverage under data contamination.
DOI 10.64898/2026.10.27.762131
Bayesian inference·statistical model
·𝕏 Post·Bluesky