When Neural Networks Fail to Generalize? A Model Sensitivity PerspectiveJiajin ZhangHanqing Chaoet al.2023AAAI 2023
Atomist or holist? A diagnosis and vision for more productive interdisciplinary AI ethics dialogueTravis GreeneAmit Dhurandharet al.2023Patterns
Let the CAT out of the bag: Contrastive Attributed explanations for TextSaneem A. ChemmengathAmar Prakash Azadet al.2022EMNLP 2022
Multihop: Leveraging Complex Models to Learn Accurate Simple ModelsAmit DhurandharTejaswini Pedapati2022ICKG 2022
On the Safety of Interpretable Machine Learning: A Maximum Deviation ApproachDennis WeiRahul Nairet al.2022NeurIPS 2022
Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic ExplanationsAmit DhurandharKarthikeyan Natesan Ramamurthyet al.2022NeurIPS 2022
PainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-SummarizationShreyas FadnavisAmit Dhurandharet al.2022ML4H 2022
Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AIQ. Vera LiaoYunfeng Zhanget al.2022HCOMP 2022