risk management

FinBPM: A Framework for Portfolio Management-based Financial Investor Behavior Perception Model EACL 2024 FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making NeurIPS 2024 Implications of Regulations on Large Generative AI Models in the Super-Election Year and the Impact on Disinformation COLING 2024 Localized Adaptive Risk Control NeurIPS 2024 Monoculture in Matching Markets NeurIPS 2024 OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators NeurIPS 2024 PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search IJCAI 2024 Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy NeurIPS 2024 Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models ICLR 2024 RedCode: Risky Code Execution and Generation Benchmark for Code Agents NeurIPS 2024 Responsible Bandit Learning via Privacy-Protected Mean-Volatility Utility AAAI 2024 Risk-Conditioned Reinforcement Learning: A Generalized Approach for Adapting to Varying Risk Measures AAAI 2024 Safe Exploitative Play with Untrusted Type Beliefs NeurIPS 2024 The Risks of Recourse in Binary Classification AISTATS 2024 Augmented Proximal Policy Optimization for Safe Reinforcement Learning AAAI 2023 Balanced Off-Policy Evaluation for Personalized Pricing AISTATS 2023 Balancing Risk and Reward: A Batched-Bandit Strategy for Automated Phased Release NeurIPS 2023 DARL: Distance-Aware Uncertainty Estimation for Offline Reinforcement Learning AAAI 2023 Distribution-Free Statistical Dispersion Control for Societal Applications NeurIPS 2023 Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network IJCAI 2023 Flexible risk design using bi-directional dispersion AISTATS 2023 Improving Selective Visual Question Answering by Learning From Your Peers CVPR 2023 Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-Grained Environments WACV 2023 Motion Planning Under Uncertainty with Complex Agents and Environments via Hybrid Search (Extended Abstract) IJCAI 2023 Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions ICLR 2023