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Risk Management

1053 directly classified papers

Papers per year

Papers

Entropic Risk Optimization in Discounted MDPs AISTATS 2023
Multi-channel Autobidding with Budget and ROI Constraints ICML 2023
Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations NIPS 2023
Robust and private stochastic linear bandits ICML 2023
Realistic Synthetic Financial Transactions for Anti-Money Laundering Models NIPS 2023
Weighted ROC Curve in Cost Space: Extending AUC to Cost-Sensitive Learning NIPS 2023
On the Privacy-Robustness-Utility Trilemma in Distributed Learning ICML 2023
Mechanism Design for Collaborative Normal Mean Estimation NIPS 2023
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees JMLR 2023
Hiding in Plain Sight: Insights into Abstractive Text Summarization EACL 2023
Adversarially Robust Distributed Count Tracking via Partial Differential Privacy NIPS 2023
Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits ICML 2023
H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets NIPS 2023
What Else Do I Need to Know? The Effect of Background Information on Users’ Reliance on QA Systems EMNLP 2023
Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation NIPS 2023
The Treasure Beneath Multiple Annotations: An Uncertainty-Aware Edge Detector CVPR 2023
Deep Feature Deblurring Diffusion for Detecting Out-of-Distribution Objects ICCV 2023
Adaptive Calibrator Ensemble: Navigating Test Set Difficulty in Out-of-Distribution Scenarios ICCV 2023
Kerveros: Efficient and Scalable Cloud Admission Control OSDI 2023
On the Cost of Demographic Parity in Influence Maximization AAAI 2023
A Model-Based Method for Minimizing CVaR and Beyond ICML 2023
How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control ICML 2023
Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift ICML 2023
Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model ICML 2023
Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control ICML 2023