predictive inference

Predictive inference for time series: why is split conformal effective despite temporal dependence? ALT 2026 Predictive Inference with Weak Supervision JMLR 2024 Real-Time Selection Under General Constraints via Predictive Inference NeurIPS 2024 Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping ICML 2023 Conformalized Unconditional Quantile Regression AISTATS 2023 JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift ICML 2023 Probabilistic Conformal Prediction Using Conditional Random Samples AISTATS 2023 A Predictive Approach to Bayesian Nonparametric Survival Analysis AISTATS 2022 Efficient Predictive Uncertainty Estimators for Deep Probabilistic Models AAAI 2020 Learning General Latent-Variable Graphical Models with Predictive Belief Propagation AAAI 2020 Predictive inference is free with the jackknife+-after-bootstrap NeurIPS 2020 Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees NeurIPS 2019 Coherent Predictive Inference under Exchangeability with Imprecise Probabilities (Extended Abstract) IJCAI 2017