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Risk Management

1,064 papers

Papers per year

2
6
121
135
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Papers

Updating Clinical Risk Stratification Models Using Rank-Based Compatibility: Approaches for Evaluating and Optimizing Clinician-Model Team Performance MLHC 2023
Protego: Overload Control for Applications with Unpredictable Lock Contention NSDI 2023
Kerveros: Efficient and Scalable Cloud Admission Control OSDI 2023
RADIUS: Risk-Aware, Real-Time, Reachability-Based Motion Planning RSS 2023
A Sampling-Based Approach for Heterogeneous Coalition Scheduling with Temporal Uncertainty RSS 2023
Risk-aware curriculum generation for heavy-tailed task distributions UAI 2023
Towards better certified segmentation via diffusion models UAI 2023
Structure-aware robustness certificates for graph classification UAI 2023
Risk-limiting financial audits via weighted sampling without replacement UAI 2023
A policy gradient approach for optimization of smooth risk measures UAI 2023
Conformal Risk Control for Ordinal Classification UAI 2023
Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-Grained Environments WACV 2023
Adaptive Sample Selection for Robust Learning Under Label Noise WACV 2023
The Box Size Confidence Bias Harms Your Object Detector WACV 2023
Deep Learning Methodology for Early Detection and Outbreak Prediction of Invasive Species Growth WACV 2023
Quantile Constrained Reinforcement Learning: A Reinforcement Learning Framework Constraining Outage Probability NIPS 2022
Distributed Distributionally Robust Optimization with Non-Convex Objectives NIPS 2022
Data-Driven Conditional Robust Optimization NIPS 2022
Risk-Driven Design of Perception Systems NIPS 2022
Evaluating Robustness to Dataset Shift via Parametric Robustness Sets NIPS 2022
Bayesian Risk Markov Decision Processes NIPS 2022
Beyond Mahalanobis Distance for Textual OOD Detection NIPS 2022
FasterRisk: Fast and Accurate Interpretable Risk Scores NIPS 2022
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs NIPS 2022
Performative Power NIPS 2022