Geir Kjetil Sandve

Attribution assignment for deep-generative sequence models enables interpretability analysis using positive-only data

Generative machine learning models offer a powerful framework for therapeutic design, by efficiently exploring large spaces of biological sequences enriched for desirable properties. Unlike supervised learning methods, which require both positive and negative labeled data, genera...