 Explaining Inference Queries with Bayesian OptimizationProceedings of the VLDB Endowment (PVLDB), 2021 |
 Understanding Failures of Deep Networks via Robust Feature ExtractionComputer Vision and Pattern Recognition (CVPR), 2020 |
 No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained
Classification ProblemsNeural Information Processing Systems (NeurIPS), 2020 |
 DeepTriage: Automated Transfer Assistance for Incidents in Cloud
ServicesKnowledge Discovery and Data Mining (KDD), 2020 |
 An Empirical Analysis of Backward Compatibility in Machine Learning
SystemsKnowledge Discovery and Data Mining (KDD), 2020 |
 FairPrep: Promoting Data to a First-Class Citizen in Studies on
Fairness-Enhancing InterventionsInternational Conference on Extending Database Technology (EDBT), 2019 |
