conftrace_

predictive inference

13 papers

Explore in graph

Co-occurring keywords

conformal prediction (215) uncertainty quantification (1393) coverage guarantee (26) probabilistic modeling (852) beta mixing (1) real-time decision-making (1) sequential analysis (13) false selection rate (1) prediction interval (67) confidence interval (146)

Papers

Predictive inference for time series: why is split conformal effective despite temporal dependence? ALT 2026
Real-Time Selection Under General Constraints via Predictive Inference NIPS 2024
Predictive Inference with Weak Supervision JMLR 2024
Probabilistic Conformal Prediction Using Conditional Random Samples AISTATS 2023
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
A Predictive Approach to Bayesian Nonparametric Survival Analysis AISTATS 2022
Learning General Latent-Variable Graphical Models with Predictive Belief Propagation AAAI 2020
Predictive inference is free with the jackknife+-after-bootstrap NIPS 2020
Efficient Predictive Uncertainty Estimators for Deep Probabilistic Models AAAI 2020
Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees NIPS 2019
Coherent Predictive Inference under Exchangeability with Imprecise Probabilities (Extended Abstract) IJCAI 2017