conftrace_

risk control

18 papers

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conformal prediction (12) uncertainty quantification (6) prediction set (3) conditional value at risk (2) sequential prediction (2) confidence calibration (2) internal state (1) conformal risk control (1) image caption evaluation (1) clip score (1)

Papers

Spectral Conformal Risk Control: Distribution-Free Tail Guarantees via Bayesian Quadrature CVPR 2026 A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates ACL 2025 Automatically Adaptive Conformal Risk Control AISTATS 2025 QuantAgents: Towards Multi-agent Financial System via Simulated Trading EMNLP 2025 Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception ACL 2025 Two-stage Risk Control with Application to Ranked Retrieval IJCAI 2025 Active, anytime-valid risk controlling prediction sets NeurIPS 2024 Aligning Model Properties via Conformal Risk Control NeurIPS 2024 Conformal Risk Control ICLR 2024 Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets NeurIPS 2024 Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework EMNLP 2024 Fast yet Safe: Early-Exiting with Risk Control NeurIPS 2024 Label Noise Robustness of Conformal Prediction JMLR 2024 Non-Exchangeable Conformal Risk Control ICLR 2024 Conformal Risk Control for Ordinal Classification UAI 2023 Efficiently Controlling Multiple Risks with Pareto Testing ICLR 2023 WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning AAAI 2021 Selective Classification for Deep Neural Networks NeurIPS 2017