← Application Areas
Machine Learning › Application Areas ›

Risk Management

1053 directly classified papers

Papers per year

Papers

Evaluating Index-based Treatment Allocation in Underresourced Communities AAAI 2025
Optimizing Gene-Based Testing for Antibiotic Resistance Prediction AAAI 2025
Shield Synthesis for LTL Modulo Theories AAAI 2025
Queries, Representation & Detection: The Next 100 Model Fingerprinting Schemes AAAI 2025
Towards Optimal Branching of Linear and Semidefinite Relaxations for Neural Network Robustness Certification JMLR 2025
Adaptive Merchant-Centric Risk Control via Unbiased Decision-Making and Dynamic Optimization in E-Commerce AAAI 2025
Solving Robust Markov Decision Processes: Generic, Reliable, Efficient AAAI 2025
Risk-Aware Task Migration for Multiplex Unmanned Swarm Networks in Adversarial Environments IJCAI 2025
Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs IJCAI 2025
Generative Agents for Multimodal Controversy Detection IJCAI 2025
Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring (Extended Abstract) IJCAI 2025
A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making EMNLP 2025
Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies EMNLP 2025
Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models ICCV 2025
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025
Detecting Omissions in LLM-Generated Medical Summaries EMNLP 2025
A Proactive Reliability Metric for Detecting Failures in Language Model Training EMNLP 2025
Financial Risk Relation Identification through Dual-view Adaptation EMNLP 2025
Human Interpretable Virtual Metrology in the Semiconductor Manufacturing AAAI 2025
OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection CVPR 2025
Extremal graphical modeling with latent variables via convex optimization JMLR 2025
Linear Hypothesis Testing in High-Dimensional Expected Shortfall Regression with Heavy-Tailed Errors JMLR 2025
Digital Gatekeepers: Google’s Role in Curating Hashtags and Subreddits ACL 2025
Usage Governance Advisor: From Intent to AI Governance AAAI 2025