conformal prediction

Conformal Prediction for Federated Uncertainty Quantification Under Label Shift ICML 2023 Conformal Prediction for Time Series with Modern Hopfield Networks NeurIPS 2023 Conformal Prediction for Uncertainty-Aware Planning with Diffusion Dynamics Model NeurIPS 2023 Conformal Prediction Sets for Graph Neural Networks ICML 2023 Conformal Prediction Sets for Ordinal Classification NeurIPS 2023 Conformal Prediction with Missing Values ICML 2023 Conformal Risk Control for Ordinal Classification UAI 2023 Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods NeurIPS 2023 Distribution Free Prediction Sets for Node Classification ICML 2023 Enhance Robustness of Machine Learning with Improved Efficiency AAAI 2023 Equal Opportunity of Coverage in Fair Regression NeurIPS 2023 Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation NeurIPS 2023 Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti’s Theorem for Markov Chains ICML 2023 Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control ICML 2023 Federated Conformal Predictors for Distributed Uncertainty Quantification ICML 2023 Flexible Model Aggregation for Quantile Regression JMLR 2023 How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control ICML 2023 Improving Adaptive Conformal Prediction Using Self-Supervised Learning AISTATS 2023 Improving Expert Predictions with Conformal Prediction ICML 2023 Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis AAAI 2023 JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift ICML 2023 Object Pose Estimation With Statistical Guarantees: Conformal Keypoint Detection and Geometric Uncertainty Propagation CVPR 2023 One-Shot Federated Conformal Prediction ICML 2023 Optimizing Hyperparameters with Conformal Quantile Regression ICML 2023 PAC-Bayes Generalization Certificates for Learned Inductive Conformal Prediction NeurIPS 2023