Risk Management

Using Reinforcement Learning for Operating Educational Campuses Safely during a Pandemic (Student Abstract) AAAI 2022 Versatile Dueling Bandits: Best-of-both World Analyses for Learning from Relative Preferences ICML 2022 When to Intervene: Learning Optimal Intervention Policies for Critical Events NeurIPS 2022 Accelerometer-Based Measurements of Voice Quality in Children During Semi-Occluded Vocal Tract Exercise with a Narrow Straw in Air Interspeech 2021 Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans AAAI 2021 Adapting to misspecification in contextual bandits with offline regression oracles ICML 2021 Addressing the Long-term Impact of ML Decisions via Policy Regret IJCAI 2021 A Market-Inspired Bidding Scheme for Peer Review Paper Assignment AAAI 2021 Application for Detecting Depression, Parkinson’s Disease and Dysphonic Speech Interspeech 2021 Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks AAAI 2021 Are Factuality Checkers Reliable? Adversarial Meta-evaluation of Factuality in Summarization EMNLP 2021 Articulatory Coordination for Speech Motor Tracking in Huntington Disease Interspeech 2021 A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond NSDI 2021 Attacks against Ranking Algorithms with Text Embeddings: A Case Study on Recruitment Algorithms EMNLP 2021 Auction Learning as a Two-Player Game ICLR 2021 Automatic Detection and Prediction of Psychiatric Hospitalizations From Social Media Posts NAACL 2021 Bandit Quickest Changepoint Detection NeurIPS 2021 Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification NeurIPS 2021 Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021 Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification NeurIPS 2021 Bias-corrected peaks-over-threshold estimation of the CVaR UAI 2021 Blind Pareto Fairness and Subgroup Robustness ICML 2021 Boosted CVaR Classification NeurIPS 2021 Calibration of Neural Networks using Splines ICLR 2021 Can multi-label classification networks know what they don’t know? NeurIPS 2021