Current Information Pursuit an information-theoretic framework for making interpretable predictions. Past Post-hoc interpretability developed algorithms for interpreting deep network predictions via post-hoc analysis. studying biomolecule unfolding Developing ML algorithms for understanding biomolecule unfolding.