#low-rank modeling

topiclow-rank modeling

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cs.AI2026

PerturbMap: Cross-Context Transfer of Single-Cell Perturbation Responses

Panpan Cui, Yiqi Liu, Wenhao Sun

PerturbMap predicts missing single‑cell perturbation effects in a new cellular context by combining a low‑rank local model with ridge‑based transfer of measured responses from sour…