Auto-Transfer: Learning to Route Transferable RepresentationsKeerthiram MurugesanVijay Sadashivaiahet al.2022ICLR 2022
CoFrNets: Interpretable Neural Architecture Inspired by Continued FractionsIsha PuriAmit Dhurandharet al.2021NeurIPS 2021
Empirical or Invariant Risk Minimization? A Sample Complexity PerspectiveKartik AhujaJun Wanget al.2021ICLR 2021
Model Agnostic Multilevel ExplanationsKarthikeyan Natesan RamamurthyBhanukiran Vinzamuriet al.2020NeurIPS 2020
Learning Global Transparent Models consistent with Local Contrastive ExplanationsTejaswini PedapatiAvinash Balakrishnanet al.2020NeurIPS 2020
Model Agnostic Learning of Multilevel ExplanationsKarthikeyan Natesan RamamurthyBhanu Vinzamuriet al.2020NeurIPS 2020
Enhancing simple models by exploiting what they already knowAmit DhurandharKarthikeyan Shanmugamet al.2020ICML 2020
Trust Regions for Explanations via Black-Box Probabilistic CertificationAmit DhurandharSwagatam Haldaret al.2024ICML 2024