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

Xudong Zhang, Jianzhe Li, Yitong Tang +1

Genetic and drug perturbation screens are important tools for elucidating disease mechanisms and validating therapeutic targets, but experimental costs limit the number of candidat…