A Mixture of Experts ensemble of three CNN experts improves out-of-distribution transcription factor binding site prediction, and a shift-averaged gradient method called ShiftSmooth gives more stable motif attributions.
Deep neural networks identify sequence context features predictive of PREPRINT 15 transcription factor binding,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Explainable AI in Genomics: Transcription Factor Binding Site Prediction with Mixture of Experts
A Mixture of Experts ensemble of three CNN experts improves out-of-distribution transcription factor binding site prediction, and a shift-averaged gradient method called ShiftSmooth gives more stable motif attributions.