Risk Management

A Block Coordinate Ascent Algorithm for Mean-Variance Optimization NeurIPS 2018 A Cloaking Mechanism to Mitigate Market Manipulation IJCAI 2018 A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data IJCAI 2018 Algorithmic Social Intervention IJCAI 2018 Analysis of Risk Factor Domains in Psychosis Patient Health Records EMNLP 2018 Anomaly Detection Approach for Pronunciation Verification of Disordered Speech Using Speech Attribute Features Interspeech 2018 Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback IJCAI 2018 Boosted Trees for Risk Prognosis MLHC 2018 Capturing and Enhancing In Situ System Observability for Failure Detection OSDI 2018 Confidence Modeling for Neural Semantic Parsing ACL 2018 Confounding-Robust Policy Improvement NeurIPS 2018 Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning ICML 2018 Discrete Interventions in Hawkes Processes with Applications in Invasive Species Management IJCAI 2018 Does Distributionally Robust Supervised Learning Give Robust Classifiers? ICML 2018 Dynamics of an idiostyle of a Russian suicidal blogger NAACL 2018 Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach ICLR 2018 Fairness Without Demographics in Repeated Loss Minimization ICML 2018 Globally Optimized Mutual Influence Aware Ranking in E-Commerce Search IJCAI 2018 Growth-Optimal Portfolio Selection under CVaR Constraints AISTATS 2018 Impact of Different Speech Types on Listening Effort Interspeech 2018 Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty IJCAI 2018 Learning with Abandonment ICML 2018 Mixed Causal Structure Discovery with Application to Prescriptive Pricing IJCAI 2018 Multitask Boosting for Survival Analysis with Competing Risks NeurIPS 2018 Not Just Depressed: Bipolar Disorder Prediction on Reddit EMNLP 2018