Risk Management

Out-of-Distribution Detection using Multiple Semantic Label Representations NeurIPS 2018 Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018 Prediction Models for Risk of Type-2 Diabetes Using Health Claims ACL 2018 Profitable Bandits ACML 2018 Racial Disparities and Mistrust in End-of-Life Care MLHC 2018 Results of the WMT18 Metrics Shared Task: Both characters and embeddings achieve good performance EMNLP 2018 Risk-Constrained Reinforcement Learning with Percentile Risk Criteria JMLR 2018 RiskFinder: A Sentence-level Risk Detector for Financial Reports NAACL 2018 Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simulation NeurIPS 2018 SemEval-2018 Task 5: Counting Events and Participants in the Long Tail SemEval 2018 Uncertainty-Aware Attention for Reliable Interpretation and Prediction NeurIPS 2018 Uplift Modeling from Separate Labels NeurIPS 2018 Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation IJCAI 2018 Word Error Rate Estimation for Speech Recognition: e-WER ACL 2018 A Strongly Quasiconvex PAC-Bayesian Bound ALT 2017 Certified Defenses for Data Poisoning Attacks NeurIPS 2017 Conservative Contextual Linear Bandits NeurIPS 2017 Distributionally Robust Groupwise Regularization Estimator ACML 2017 DPSCREEN: Dynamic Personalized Screening NeurIPS 2017 Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective IJCAI 2017 Evaluating Market User Interfaces for Electric Vehicle Charging using Bid2Charge IJCAI 2017 Experimental Analysis of Features for Replay Attack Detection — Results on the ASVspoof 2017 Challenge Interspeech 2017 ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events NeurIPS 2017 Identifying Outlier Arms in Multi-Armed Bandit NeurIPS 2017 “i have a feeling trump will win..................”: Forecasting Winners and Losers from User Predictions on Twitter EMNLP 2017