Risk Management

Trustworthy Residual Vehicle Value Prediction for Auto Finance AAAI 2023 Turning Strengths Into Weaknesses: A Certified Robustness Inspired Attack Framework Against Graph Neural Networks CVPR 2023 Unsupervised Model Selection for Time Series Anomaly Detection ICLR 2023 Updating Clinical Risk Stratification Models Using Rank-Based Compatibility: Approaches for Evaluating and Optimizing Clinician-Model Team Performance MLHC 2023 VoteTRANS: Detecting Adversarial Text without Training by Voting on Hard Labels of Transformations ACL 2023 Wasserstein Distributionally Robust Linear-Quadratic Estimation under Martingale Constraints AISTATS 2023 Wasserstein distributional robustness of neural networks NeurIPS 2023 Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning NeurIPS 2023 What Else Do I Need to Know? The Effect of Background Information on Users’ Reliance on QA Systems EMNLP 2023 3DeformRS: Certifying Spatial Deformations on Point Clouds CVPR 2022 A geometric method for improved uncertainty estimation in real-time UAI 2022 AI Facilitated Isolations? The Impact of Recommendation-based Influence Diffusion in Human Society IJCAI 2022 A Lightweight Yet Robust Approach to Textual Anomaly Detection COLING 2022 Amplifying Membership Exposure via Data Poisoning NeurIPS 2022 Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling SemEval 2022 AnchorFace: Boosting TAR@FAR for Practical Face Recognition AAAI 2022 A Risk-Averse Mechanism for Suicidality Assessment on Social Media ACL 2022 A Survey and Datasheet Repository of Publicly Available US Criminal Justice Datasets NeurIPS 2022 A Survey of Risk-Aware Multi-Armed Bandits IJCAI 2022 A Wasserstein Distance Approach for Concentration of Empirical Risk Estimates JMLR 2022 BagFlip: A Certified Defense Against Data Poisoning NeurIPS 2022 Bayesian Risk Markov Decision Processes NeurIPS 2022 Beyond IID: data-driven decision-making in heterogeneous environments NeurIPS 2022 Beyond Mahalanobis Distance for Textual OOD Detection NeurIPS 2022 BIT-MI Deep Learning-based Model to Non-intrusive Speech Quality Assessment Challenge in Online Conferencing Applications Interspeech 2022