Intekhab Hossain

Pruning neural network models for gene regulatory dynamics using data and domain knowledge

The practical utility of machine learning models in the sciences often hinges on their interpretability. It is common to assess a model's merit for scientific discovery, and thus novel insights, by how well it aligns with already available domain knowledge - a dimension that is currently largely dis…