Risk Management

Convex Bounds on the Softmax Function with Applications to Robustness Verification AISTATS 2023 Critical Firms Prediction for Stemming Contagion Risk in Networked-Loans through Graph-Based Deep Reinforcement Learning AAAI 2023 DARL: Distance-Aware Uncertainty Estimation for Offline Reinforcement Learning AAAI 2023 Decouple then Combine: A Simple and Effective Framework for Fraud Transaction Detection ACML 2023 Decoupling MaxLogit for Out-of-Distribution Detection CVPR 2023 Deep Anomaly Detection under Labeling Budget Constraints ICML 2023 Deep Feature Deblurring Diffusion for Detecting Out-of-Distribution Objects ICCV 2023 Deep Hashing-based Dynamic Stock Correlation Estimation via Normalizing Flow IJCAI 2023 Deep Learning Methodology for Early Detection and Outbreak Prediction of Invasive Species Growth WACV 2023 Distributional Model Equivalence for Risk-Sensitive Reinforcement Learning NeurIPS 2023 Distributional Multi-Objective Decision Making IJCAI 2023 Distribution-Free Statistical Dispersion Control for Societal Applications NeurIPS 2023 Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the Machiavelli Benchmark ICML 2023 Entropic Risk Optimization in Discounted MDPs AISTATS 2023 Evaluating and Improving Automatic Speech Recognition using Severity ACL 2023 Evaluation for Change ACL 2023 Evaluation of a Forensic Automatic Speaker Recognition System with Emotional Speech Recordings Interspeech 2023 Exploring Hypergraph of Earnings Call for Risk Prediction (Student Abstract) AAAI 2023 Extremely Simple Activation Shaping for Out-of-Distribution Detection ICLR 2023 Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning ICML 2023 Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results AAAI 2023 Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control ICML 2023 FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models ICML 2023 Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network IJCAI 2023 Flexible Model Aggregation for Quantile Regression JMLR 2023