Enhancing simple models by exploiting what they already knowAmit DhurandharKarthikeyan Shanmugamet al.2020ICML 2020
Beyond backprop: Online alternating minimization with auxiliary variablesAnna ChoromanskaBenjamin Cowenet al.2019ICML 2019
Explanations based on the Missing: Towards contrastive explanations with pertinent negativesAmit DhurandharPin-Yu Chenet al.2018NeurIPS 2018
Leveraging Simple Model Predictions for Enhancing its PerformanceAmit DhurandharKarthikeyan Shanmugamet al.2020ICML 2020
Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AIQ. Vera LiaoYunfeng Zhanget al.2022HCOMP 2022
Probabilistic Rule Induction from Event Sequences with Logical Summary Markov ModelsDebarun BhattacharjyaOktie Hassanzadehet al.2023IJCAI 2023
Let the CAT out of the bag: Contrastive Attributed explanations for TextSaneem A. ChemmengathAmar Prakash Azadet al.2022EMNLP 2022