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perturbation modeling
perturbation modeling
PulseAugur coverage of perturbation modeling — every cluster mentioning perturbation modeling across labs, papers, and developer communities, ranked by signal.
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Concept Modulation Models unify identifiability and extrapolation in AI research
Researchers have introduced Concept Modulation Models (CMMs), a new framework designed to unify identifiability and extrapolation in conditional latent variable models. This framework addresses how observed variations i…
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New model predicts effects of genetic perturbations with extrapolation guarantees
Researchers have developed a new method for predicting the effects of perturbations, such as gene knockouts, on measurements like single-cell RNA counts. The approach models perturbations as additive shifts in an unknow…