Risk Management

Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit IJCAI 2020 On the Inference Calibration of Neural Machine Translation ACL 2020 Open Problem: Fast and Optimal Online Portfolio Selection COLT 2020 Optimal Non-parametric Learning in Repeated Contextual Auctions with Strategic Buyer ICML 2020 OrganITE: Optimal transplant donor organ offering using an individual treatment effect NeurIPS 2020 PAC-Bayesian Bound for the Conditional Value at Risk NeurIPS 2020 PACEMAKER: Avoiding HeART attacks in storage clusters with disk-adaptive redundancy OSDI 2020 Participatory Budgeting with Project Interactions IJCAI 2020 Performance as a Constraint: An Improved Wisdom of Crowds Using Performance Regularization IJCAI 2020 Pessimism About Unknown Unknowns Inspires Conservatism COLT 2020 PIDS: An Intelligent Electric Power Management Platform AAAI 2020 Predicting Strategic Behavior from Free Text (Extended Abstract) IJCAI 2020 Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions OSDI 2020 Preventing Critical Scoring Errors in Short Answer Scoring with Confidence Estimation ACL 2020 Principled learning method for Wasserstein distributionally robust optimization with local perturbations ICML 2020 Putting Accountability of AI Systems into Practice IJCAI 2020 Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States AAAI 2020 Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation EMNLP 2020 Risk-Averse Trust Region Optimization for Reward-Volatility Reduction IJCAI 2020 Risk Forecasting from Earnings Calls Acoustics and Network Correlations Interspeech 2020 Risk Guarantee Prediction in Networked-Loans IJCAI 2020 Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification NeurIPS 2020 Rumor Detection on Social Media with Graph Structured Adversarial Learning IJCAI 2020 Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis ACML 2020 scikit-survival: A Library for Time-to-Event Analysis Built on Top of scikit-learn JMLR 2020