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Risk Management

1053 directly classified papers

Papers per year

Papers

Estimation of Spectral Risk Measures AAAI 2021
Catch Me if I Can: Detecting Strategic Behaviour in Peer Assessment AAAI 2021
Identifying regions of trusted predictions UAI 2021
Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021
Exploiting structured data for learning contagious diseases under incomplete testing ICML 2021
Modeling Risky Choices in Unknown Environments ACML 2021
The Art of Abstention: Selective Prediction and Error Regularization for Natural Language Processing ACL 2021
HIVE: Hierarchical Information Visualization for Explainability IJCAI 2021
Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings NIPS 2021
Deep Survival Analysis With Longitudinal X-Rays for COVID-19 ICCV 2021
Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model NIPS 2021
Online Risk-Averse Submodular Maximization IJCAI 2021
Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data INTERSPEECH 2021
On Estimating Recommendation Evaluation Metrics under Sampling AAAI 2021
Misclassification Risk and Uncertainty Quantification in Deep Classifiers WACV 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent ICML 2021
Group testing for connected communities AISTATS 2021
Optimizing Conditional Value-At-Risk of Black-Box Functions NIPS 2021
MOOD: Multi-Level Out-of-Distribution Detection CVPR 2021
A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond NSDI 2021
Addressing the Long-term Impact of ML Decisions via Policy Regret IJCAI 2021
Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks AAAI 2021
SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups AISTATS 2021
Positive-Unlabeled Learning from Imbalanced Data IJCAI 2021
Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare IJCAI 2021