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Risk Management

1053 directly classified papers

Papers per year

Papers

Soft Calibration Objectives for Neural Networks NIPS 2021
Bias-corrected peaks-over-threshold estimation of the CVaR UAI 2021
IFDDS: An Anti-fraud Outbound Robot AAAI 2021
Predicting Mining Industry Accidents with a Multitask Learning Approach AAAI 2021
Risk-Aware Transfer in Reinforcement Learning using Successor Features NIPS 2021
Topological Machine Learning Methods for Power System Responses to Contingencies AAAI 2021
Accurate and Interpretable Machine Learning for Transparent Pricing of Health Insurance Plans AAAI 2021
Comparison Lift: Bandit-based Experimentation System for Online Advertising AAAI 2021
Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection AAAI 2021
Fairness in Influence Maximization through Randomization AAAI 2021
WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning AAAI 2021
ExGAN: Adversarial Generation of Extreme Samples AAAI 2021
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond ICML 2021
Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting AISTATS 2021
Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks AAAI 2021
Risk score learning for COVID-19 contact tracing apps MLHC 2021
Deep Cox Mixtures for Survival Regression MLHC 2021
Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification NIPS 2021
Near-Optimal MNL Bandits Under Risk Criteria AAAI 2021
Robust Auction Design in the Auto-bidding World NIPS 2021
Regulating algorithmic filtering on social media NIPS 2021
Reinforcement Learning for Cost-Aware Markov Decision Processes ICML 2021
ROI Maximization in Stochastic Online Decision-Making NIPS 2021
Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China AAAI 2021
Variational Disentanglement for Rare Event Modeling AAAI 2021