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Risk Management

1053 directly classified papers

Papers per year

Papers

The Rashomon Importance Distribution: Getting RID of Unstable, Single Model-based Variable Importance NIPS 2023
Deep Feature Deblurring Diffusion for Detecting Out-of-Distribution Objects ICCV 2023
Simple and Effective Out-of-Distribution Detection via Cosine-based Softmax Loss ICCV 2023
What Else Do I Need to Know? The Effect of Background Information on Users’ Reliance on QA Systems EMNLP 2023
Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations NIPS 2023
Rehearsal Learning for Avoiding Undesired Future NIPS 2023
Revisit PCA-based Technique for Out-of-Distribution Detection ICCV 2023
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare IJCAI 2023
Run-off Election: Improved Provable Defense against Data Poisoning Attacks ICML 2023
Balanced Off-Policy Evaluation for Personalized Pricing AISTATS 2023
How Many Perturbations Break This Model? Evaluating Robustness Beyond Adversarial Accuracy ICML 2023
The Treasure Beneath Multiple Annotations: An Uncertainty-Aware Edge Detector CVPR 2023
FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models ICML 2023
Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection ICML 2023
Recovering Top-Two Answers and Confusion Probability in Multi-Choice Crowdsourcing ICML 2023
Temporal Label Smoothing for Early Event Prediction ICML 2023
A Distribution Optimization Framework for Confidence Bounds of Risk Measures ICML 2023
Jump Interval-Learning for Individualized Decision Making with Continuous Treatments JMLR 2023
Conformalization of Sparse Generalized Linear Models ICML 2023
Formalizing Preferences Over Runtime Distributions ICML 2023
Flexible risk design using bi-directional dispersion AISTATS 2023
Entropic Risk Optimization in Discounted MDPs AISTATS 2023
Multi-channel Autobidding with Budget and ROI Constraints ICML 2023
Robust and private stochastic linear bandits ICML 2023
VoteTRANS: Detecting Adversarial Text without Training by Voting on Hard Labels of Transformations ACL 2023