Model Agnostic Learning of Multilevel ExplanationsKarthikeyan Natesan RamamurthyBhanu Vinzamuriet al.2020NeurIPS 2020
Finding the Homology of Decision Boundaries with Active LearningWeizhi LiGautam Dasarathyet al.2020NeurIPS 2020
Characterizing the Latent Space of Molecular Deep Generative Models with Persistent Homology MetricsYair SchiffPayel Daset al.2020NeurIPS 2020
Comparing Fisher Information Regularization with Distillation for DNN QuantizationPrad KadambiKarthikeyan Natesan Ramamurthyet al.2020NeurIPS 2020
Optimized Score Transformation for Fair ClassificationDennis WeiKarthikeyan Natesan Ramamurthyet al.2020AISTATS 2020
Bridging Mode Connectivity in Loss Landscapes and Adversarial RobustnessPu ZhaoPin-Yu Chenet al.2020ICLR 2020
Drug Repurposing for Cancer: An NLP Approach to Identify Low-Cost TherapiesSubramanyas ShivashankarIoana Baldini Soareset al.2019NeurIPS 2019