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Risk Management

1053 directly classified papers

Papers per year

Papers

DQBarge: Improving Data-Quality Tradeoffs in Large-Scale Internet Services OSDI 2016
Conservative Bandits ICML 2016
Bounded Off-Policy Evaluation with Missing Data for Course Recommendation and Curriculum Design ICML 2016
Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition NIPS 2016
Realizing the Fault-Tolerance Promise of Cloud Storage Using Locks with Intent OSDI 2016
The Factorized Self-Controlled Case Series Method: An Approach for Estimating the Effects of Many Drugs on Many Outcomes JMLR 2016
Pareto Frontier Learning with Expensive Correlated Objectives ICML 2016
Robust Random Cut Forest Based Anomaly Detection on Streams ICML 2016
Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests JMLR 2016
Learning Algorithms for Second-Price Auctions with Reserve JMLR 2016
Controlling Bias in Adaptive Data Analysis Using Information Theory AISTATS 2016
Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach JMLR 2016
Classification of Imbalanced Data with a Geometric Digraph Family JMLR 2016
Provably manipulation-resistant reputation systems COLT 2016
Adversarial Multiclass Classification: A Risk Minimization Perspective NIPS 2016
Assessing Speech Quality in Speech-Aware Hearing Aids Based on Phoneme Posteriorgrams INTERSPEECH 2016
Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents NIPS 2015
Learning the dependence structure of rare events: a non-asymptotic study COLT 2015
Robust Portfolio Optimization NIPS 2015
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach NIPS 2015
The Ladder: A Reliable Leaderboard for Machine Learning Competitions ICML 2015
Adversarial Prediction Games for Multivariate Losses NIPS 2015
Condensed Filter Tree for Cost-Sensitive Multi-Label Classification ICML 2014
Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques ICML 2014
Predicting Failures of Vision Systems CVPR 2014