Risk Management

Can NLI Models Verify QA Systems’ Predictions? EMNLP 2021 Catch Me if I Can: Detecting Strategic Behaviour in Peer Assessment AAAI 2021 Certify or Predict: Boosting Certified Robustness with Compositional Architectures ICLR 2021 Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021 CODEs: Chamfer Out-of-Distribution Examples Against Overconfidence Issue ICCV 2021 Comparison Lift: Bandit-based Experimentation System for Online Advertising AAAI 2021 Confidence-Budget Matching for Sequential Budgeted Learning ICML 2021 Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting AISTATS 2021 Conservative Offline Distributional Reinforcement Learning NeurIPS 2021 Constrained Risk-Averse Markov Decision Processes AAAI 2021 Coupon Design in Advertising Systems AAAI 2021 Decision-Focused Summarization EMNLP 2021 Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond ICML 2021 Deep Cox Mixtures for Survival Regression MLHC 2021 Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings NeurIPS 2021 Deep Survival Analysis With Longitudinal X-Rays for COVID-19 ICCV 2021 Determining a Person’s Suicide Risk by Voting on the Short-Term History of Tweets for the CLPsych 2021 Shared Task NAACL 2021 Disrupting Deep Uncertainty Estimation Without Harming Accuracy NeurIPS 2021 Distortion of Voiced Obstruents for Differential Diagnosis Between Parkinson’s Disease and Multiple System Atrophy Interspeech 2021 DOCTOR: A Simple Method for Detecting Misclassification Errors NeurIPS 2021 DORO: Distributional and Outlier Robust Optimization ICML 2021 Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model NeurIPS 2021 Efficient Certification of Spatial Robustness AAAI 2021 Efficient Learning with Arbitrary Covariate Shift ALT 2021 Energy-Based Open-World Uncertainty Modeling for Confidence Calibration ICCV 2021