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