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Risk Management

1,064 papers

Papers per year

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6
121
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Papers

Ground-Truth or DAER: Selective Re-Query of Secondary Information ICCV 2021
Deep Survival Analysis With Longitudinal X-Rays for COVID-19 ICCV 2021
Learning Queueing Policies for Organ Transplantation Allocation using Interpretable Counterfactual Survival Analysis ICML 2021
Mandoline: Model Evaluation under Distribution Shift ICML 2021
SAINT-ACC: Safety-Aware Intelligent Adaptive Cruise Control for Autonomous Vehicles Using Deep Reinforcement Learning ICML 2021
Versatile Verification of Tree Ensembles ICML 2021
Confidence-Budget Matching for Sequential Budgeted Learning ICML 2021
Risk-Sensitive Reinforcement Learning with Function Approximation: A Debiasing Approach ICML 2021
Reserve Price Optimization for First Price Auctions in Display Advertising ICML 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent ICML 2021
Feature Clustering for Support Identification in Extreme Regions ICML 2021
Monotonic Robust Policy Optimization with Model Discrepancy ICML 2021
Adapting to misspecification in contextual bandits with offline regression oracles ICML 2021
Meta-Cal: Well-controlled Post-hoc Calibration by Ranking ICML 2021
Exploiting structured data for learning contagious diseases under incomplete testing ICML 2021
Blind Pareto Fairness and Subgroup Robustness ICML 2021
Value-at-Risk Optimization with Gaussian Processes ICML 2021
Reinforcement Learning for Cost-Aware Markov Decision Processes ICML 2021
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond ICML 2021
DORO: Distributional and Outlier Robust Optimization ICML 2021
Understanding Failures in Out-of-Distribution Detection with Deep Generative Models ICML 2021
Addressing the Long-term Impact of ML Decisions via Policy Regret IJCAI 2021
Online Risk-Averse Submodular Maximization IJCAI 2021
Positive-Unlabeled Learning from Imbalanced Data IJCAI 2021
Online Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural Network IJCAI 2021