Risk Management

LMPP: A Large Margin Point Process Combining Reinforcement and Competition for Modeling Hashtag Popularity IJCAI 2017 Mechanisms for Online Organ Matching IJCAI 2017 Online Reputation Fraud Campaign Detection in User Ratings IJCAI 2017 Passive Realtime Datacenter Fault Detection and Localization NSDI 2017 Revenue Optimization with Approximate Bid Predictions NeurIPS 2017 Risk-sensitive Inverse Reinforcement Learning via Coherent Risk Models RSS 2017 Robust Submodular Maximization: A Non-Uniform Partitioning Approach ICML 2017 Safety-Aware Algorithms for Adversarial Contextual Bandit ICML 2017 Subjective Intelligibility of Deep Neural Network-Based Speech Enhancement Interspeech 2017 The Effect of Spectral Profile on the Intelligibility of Emotional Speech in Noise Interspeech 2017 Thwarting Vote Buying Through Decoy Ballots IJCAI 2017 Adversarial Multiclass Classification: A Risk Minimization Perspective NeurIPS 2016 A Framework for Mining Enterprise Risk and Risk Factors from News Documents COLING 2016 Analytical Assessment of Dual-Stream Merging for Noise-Robust ASR Interspeech 2016 A Novel Risk-Estimation-Theoretic Framework for Speech Enhancement in Nonstationary and Non-Gaussian Noise Conditions Interspeech 2016 Assessing Speech Quality in Speech-Aware Hearing Aids Based on Phoneme Posteriorgrams Interspeech 2016 Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition NeurIPS 2016 Bounded Off-Policy Evaluation with Missing Data for Course Recommendation and Curriculum Design ICML 2016 Classification of Imbalanced Data with a Geometric Digraph Family JMLR 2016 Conservative Bandits ICML 2016 Controlling Bias in Adaptive Data Analysis Using Information Theory AISTATS 2016 Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control ICML 2016 DQBarge: Improving Data-Quality Tradeoffs in Large-Scale Internet Services OSDI 2016 Learning Algorithms for Second-Price Auctions with Reserve JMLR 2016 Pareto Frontier Learning with Expensive Correlated Objectives ICML 2016