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On the Safety of Interpretable Machine Learning: A Maximum Deviation ApproachDennis WeiRahul Nairet al.2022NeurIPS 2022
1st Workshop on Data Integrity and Secure Cloud Computing (DISCC-2022)Pradip BoseJennifer Dworaket al.2022MICRO 2022
The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model LearningOrit DavidovichGheorghe-Teodor Berceaet al.2022KDD 2022
Towards Creativity Characterization of Generative Models via Group-based Subset ScanningCelia CintasPayel Daset al.2022IJCAI 2022
A Framework for Learning Ante-hoc Explainable Models via ConceptsAnirban SarkarDeepak Vijaykeerthyet al.2022CVPR 2022
Deep Learning based Vulnerability Detection: Are We There Yet?Saikat ChakrabortyRahul Krishnaet al.2022ICSE 2022
Your Fairness May Vary: Pretrained Language Model Fairness in Toxic Text ClassificationIoana Baldini SoaresDennis Weiet al.2022ACL 2022