conftrace_
← Application Areas
Machine Learning › Application Areas ›

Risk Management

1,064 papers

Papers per year

2
6
121
135
'10
'15
'20
'25

Papers

Realizing the Fault-Tolerance Promise of Cloud Storage Using Locks with Intent OSDI 2016
DQBarge: Improving Data-Quality Tradeoffs in Large-Scale Internet Services OSDI 2016
Robust Portfolio Optimization NIPS 2015
Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents NIPS 2015
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach NIPS 2015
Adversarial Prediction Games for Multivariate Losses NIPS 2015
Learning the dependence structure of rare events: a non-asymptotic study COLT 2015
The Ladder: A Reliable Leaderboard for Machine Learning Competitions ICML 2015
Algorithms for CVaR Optimization in MDPs NIPS 2014
Resourceful Contextual Bandits COLT 2014
Predicting Failures of Vision Systems CVPR 2014
Condensed Filter Tree for Cost-Sensitive Multi-Label Classification ICML 2014
Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques ICML 2014
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits ICML 2014
Detecting Click Fraud in Online Advertising: A Data Mining Approach JMLR 2014
Regret based Robust Solutions for Uncertain Markov Decision Processes NIPS 2013
Actor-Critic Algorithms for Risk-Sensitive MDPs NIPS 2013
DYNACARE: Dynamic Cardiac Arrest Risk Estimation AISTATS 2013
Learning Connections in Financial Time Series ICML 2013
Temporal Difference Methods for the Variance of the Reward To Go ICML 2013
Machine Learning with Operational Costs JMLR 2013
Risk-Aversion in Multi-armed Bandits NIPS 2012
Tractable Objectives for Robust Policy Optimization NIPS 2012
Robustness and risk-sensitivity in Markov decision processes NIPS 2012
Risk Aversion in Markov Decision Processes via Near Optimal Chernoff Bounds NIPS 2012