← Application Areas
Machine Learning › Application Areas ›

Risk Management

1053 directly classified papers

Papers per year

Papers

Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model AAAI 2022
Stable Classification JMLR 2022
Risk-Aware Stochastic Shortest Path AAAI 2022
On the Computation of Necessary and Sufficient Explanations AAAI 2022
NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming AAAI 2022
Learning to Control Linear Systems can be Hard COLT 2022
Distributional Reinforcement Learning for Risk-Sensitive Policies NIPS 2022
Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines EMNLP 2022
Using Contextual Sentence Analysis Models to Recognize ESG Concepts EMNLP 2022
Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022
Policy Learning for Optimal Individualized Dose Intervals AISTATS 2022
A Survey and Datasheet Repository of Publicly Available US Criminal Justice Datasets NIPS 2022
When to Intervene: Learning Optimal Intervention Policies for Critical Events NIPS 2022
BIT-MI Deep Learning-based Model to Non-intrusive Speech Quality Assessment Challenge in Online Conferencing Applications INTERSPEECH 2022
Identifying Corporate Credit Risk Sentiments from Financial News NAACL 2022
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials JMLR 2022
Modular Conformal Calibration ICML 2022
Versatile Dueling Bandits: Best-of-both World Analyses for Learning from Relative Preferences ICML 2022
Efficient Risk-Averse Reinforcement Learning NIPS 2022
FPI: Failure Point Isolation in Large-scale Conversational Assistants NAACL 2022
Multi-Path GMM-MobileNet Based on Attack Algorithms and Codecs for Synthetic Speech and Deepfake Detection INTERSPEECH 2022
Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers COLING 2022
Safe Online Convex Optimization with Unknown Linear Safety Constraints AAAI 2022
A Survey of Risk-Aware Multi-Armed Bandits IJCAI 2022
Using Multimodal Data and AI to Dynamically Map Flood Risk AAAI 2022