2025
SHAP zero Explains Biological Sequence Models with Near-zero Marginal Cost for Future Queries
NeurIPS 2025poster
The growing adoption of machine learning models for biological sequences has intensified the need for interpretable predictions, with Shapley values emerging as a theoretically grounded standard for model explanation. While effective for local explanations of individual input sequences, scaling Shap…