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risk management

106 papers

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Co-occurring keywords

portfolio optimization (40) reinforcement learning (4122) large language model (12755) multi-agent system (1743) stochastic process (388) multi-armed bandit (1091) online learning (1770) multimodal learning (4622) fraud detection (77) distributionally robust optimization (183)

Papers

Designing Incident Reporting Systems for Harms from General-Purpose AI AAAI 2026
Statistical Methodologies for Decision-Making and Uncertainty Reduction in Machine Learning AAAI 2025
Risk Controlled Image Retrieval AAAI 2025
Constrained Offline Black-Box Optimization via Risk Evaluation and Management AAAI 2025
AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection ACL 2025
LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025
Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment EMNLP 2025
Oversight Structures for Agentic AI in Public-Sector Organizations ACL 2025
Adaptive Merchant-Centric Risk Control via Unbiased Decision-Making and Dynamic Optimization in E-Commerce AAAI 2025
Lessons for Editors of AI Incidents from the AI Incident Database AAAI 2025
Tilted Quantile Gradient Updates for Quantile-Constrained Reinforcement Learning AAAI 2025
Risk-Aware Task Migration for Multiplex Unmanned Swarm Networks in Adversarial Environments IJCAI 2025
300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models COLING 2025
Time Series Supplier Allocation via Deep Black-Litterman Model AAAI 2025
Generative Agents for Multimodal Controversy Detection IJCAI 2025
Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks ICML 2025
ForestCast: Open-Ended Event Forecasting with Semantic News Forest EMNLP 2025
FinBen: A Holistic Financial Benchmark for Large Language Models NIPS 2024
Localized Adaptive Risk Control NIPS 2024
The Risks of Recourse in Binary Classification AISTATS 2024
FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model EACL 2024
Implications of Regulations on Large Generative AI Models in the Super-Election Year and the Impact on Disinformation COLING 2024
Risk-Conditioned Reinforcement Learning: A Generalized Approach for Adapting to Varying Risk Measures AAAI 2024
Monoculture in Matching Markets NIPS 2024
Responsible Bandit Learning via Privacy-Protected Mean-Volatility Utility AAAI 2024