Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant LearningAmit DhurandharKarthikeyan Natesan Ramamurthyet al.2023NeurIPS 2023
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained ModelsSourya BasuPrasanna Sattigeriet al.2023AAAI 2023
Your Fairness May Vary: Pretrained Language Model Fairness in Toxic Text ClassificationIoana Baldini SoaresDennis Weiet al.2022ACL 2022
Ground-Truth, Whose Truth? - Examining the Challenges with Annotating Toxic Text DatasetsKofi ArhinIoana Baldini Soareset al.2021NeurIPS 2021
Model Agnostic Learning of Multilevel ExplanationsKarthikeyan Natesan RamamurthyBhanu Vinzamuriet al.2020NeurIPS 2020
Model Agnostic Multilevel ExplanationsKarthikeyan Natesan RamamurthyBhanukiran Vinzamuriet al.2020NeurIPS 2020
Finding the Homology of Decision Boundaries with Active LearningWeizhi LiGautam Dasarathyet al.2020NeurIPS 2020
Comparing Fisher Information Regularization with Distillation for DNN QuantizationPrad KadambiKarthikeyan Natesan Ramamurthyet al.2020NeurIPS 2020