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Risk Management

1053 directly classified papers

Papers per year

Papers

SSPAttack: A Simple and Sweet Paradigm for Black-Box Hard-Label Textual Adversarial Attack AAAI 2023
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL 2023
A Model-Agnostic Heuristics for Selective Classification AAAI 2023
Safe Multi-View Deep Classification AAAI 2023
Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural Network IJCAI 2023
On the Relationship Between Relevance and Conflict in Online Social Link Recommendations NIPS 2023
The Treasure Beneath Multiple Annotations: An Uncertainty-Aware Edge Detector CVPR 2023
Deep Hashing-based Dynamic Stock Correlation Estimation via Normalizing Flow IJCAI 2023
Evaluation for Change ACL 2023
AllSim: Simulating and Benchmarking Resource Allocation Policies in Multi-User Systems NIPS 2023
Balanced Off-Policy Evaluation for Personalized Pricing AISTATS 2023
Revisit PCA-based Technique for Out-of-Distribution Detection ICCV 2023
Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits ICML 2023
Run-off Election: Improved Provable Defense against Data Poisoning Attacks ICML 2023
Safe Offline Reinforcement Learning with Real-Time Budget Constraints ICML 2023
How Many Perturbations Break This Model? Evaluating Robustness Beyond Adversarial Accuracy ICML 2023
FedVS: Straggler-Resilient and Privacy-Preserving Vertical Federated Learning for Split Models ICML 2023
Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control ICML 2023
A Close Look into the Calibration of Pre-trained Language Models ACL 2023
Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection ICML 2023
Recovering Top-Two Answers and Confusion Probability in Multi-Choice Crowdsourcing ICML 2023
Temporal Label Smoothing for Early Event Prediction ICML 2023
A Distribution Optimization Framework for Confidence Bounds of Risk Measures ICML 2023
Jump Interval-Learning for Individualized Decision Making with Continuous Treatments JMLR 2023
Conformalization of Sparse Generalized Linear Models ICML 2023