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News/Beyond Fixed Acquisition Functions: Temporal Difference Active Learning for Perturbation Discovery
arxiv
PublishedOctober 19, 2026 at 4:00 AM

Beyond Fixed Acquisition Functions: Temporal Difference Active Learning for Perturbation Discovery

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arXiv:2610.22122v2 Announce Type: replace Abstract: Genetic and drug perturbation screens are important tools for elucidating disease mechanisms and validating therapeutic targets, but experimental costs limit the number of candidates that can be tested. Existing perturbation screening methods typic

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