Do Perturbation Predictors Learn Gene Interactions? Diagnosing extrapolation in agentic screening
Read the original at arxiv.org→arXiv:2610.18880v1 Announce Type: new Abstract: High-throughput perturbation screens increasingly use machine-learning models to predict the effects of gene combinations that were never measured. A difficult case...
Original headline: "Do Perturbation Predictors Learn Gene Interactions? Diagnosing Extrapolation in Agentic Screening"
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- Oct 15, 04:00 UTC arXiv cs.LG lead source Do Perturbation Predictors Learn Gene Interactions? Diagnosing Extrapolation in Agentic Screening