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conformal prediction (47) uncertainty quantification (27) prediction set (14) prediction interval (6) distribution shift (5) large language model (4) predictive inference (3) confidence set (3) quantile regression (3) uncertainty estimation (2)

Papers

Probabilistic Conformal Prediction Using Conditional Random Samples AISTATS 2023 Adversarially Robust Conformal Prediction ICLR 2022 Conformal Predictor for Improving Zero-Shot Text Classification Efficiency EMNLP 2022 Data-Driven Conditional Robust Optimization NeurIPS 2022 Practical Adversarial Multivalid Conformal Prediction NeurIPS 2022 Stable Conformal Prediction Sets ICML 2022 T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed Coverage for Cox-MLP ICML 2021