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Risk Management

1053 directly classified papers

Papers per year

Papers

Decoupling MaxLogit for Out-of-Distribution Detection CVPR 2023
Improving Selective Visual Question Answering by Learning From Your Peers CVPR 2023
Beyond mAP: Towards Better Evaluation of Instance Segmentation CVPR 2023
Evaluation of a Forensic Automatic Speaker Recognition System with Emotional Speech Recordings INTERSPEECH 2023
On Calibrating Semantic Segmentation Models: Analyses and an Algorithm CVPR 2023
Wasserstein Distributionally Robust Linear-Quadratic Estimation under Martingale Constraints AISTATS 2023
On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection NIPS 2023
The Box Size Confidence Bias Harms Your Object Detector WACV 2023
Optimal Transport Model Distributional Robustness NIPS 2023
Distributional Model Equivalence for Risk-Sensitive Reinforcement Learning NIPS 2023
Huber-robust confidence sequences AISTATS 2023
Learning Disturbances Online for Risk-Aware Control: Risk-Aware Flight with Less Than One Minute of Data L4DC 2023
Deep Learning Methodology for Early Detection and Outbreak Prediction of Invasive Species Growth WACV 2023
Robust Bayesian Satisficing NIPS 2023
Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction JMLR 2023
Simple and Efficient Confidence Score for Grading Whole Slide Images MIDL 2023
Balancing Risk and Reward: A Batched-Bandit Strategy for Automated Phased Release NIPS 2023
H-nobs: Achieving Certified Fairness and Robustness in Distributed Learning on Heterogeneous Datasets NIPS 2023
Stochastic Multi-armed Bandits: Optimal Trade-off among Optimality, Consistency, and Tail Risk NIPS 2023
PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability AAAI 2023
Decouple then Combine: A Simple and Effective Framework for Fraud Transaction Detection ACML 2023
Blending Advertising with Organic Content in E-commerce via Virtual Bids AAAI 2023
Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-Grained Environments WACV 2023
Convex Bounds on the Softmax Function with Applications to Robustness Verification AISTATS 2023
Improved Bayes Risk Can Yield Reduced Social Welfare Under Competition NIPS 2023