{"total":34,"rows":[{"id":"2205.05878","title":"Training Uncertainty-Aware Classifiers with Conformalized Deep Learning","created":"2022-05-12","cited_by_count":64,"area":null},{"id":"2211.14555","title":"Distribution Free Prediction Sets for Node Classification","created":"2022-11-26","cited_by_count":28,"area":null},{"id":"2410.06494","title":"Conformal Prediction: A Data Perspective","created":"2024-10-09","cited_by_count":25,"area":null},{"id":"2310.12964","title":"PAC Prediction Sets Under Label Shift","created":"2023-10-19","cited_by_count":21,"area":null},{"id":"2207.02440","title":"PAC Prediction Sets for Meta-Learning","created":"2022-07-06","cited_by_count":16,"area":null},{"id":"2502.13030","title":"Conformal Inference under High-Dimensional Covariate Shifts via Likelihood-Ratio Regularization","created":"2025-02-18","cited_by_count":12,"area":null},{"id":"2403.15527","title":"Conformal online model aggregation","created":"2024-03-22","cited_by_count":11,"area":null},{"id":"2405.09331","title":"Multi-Source Conformal Inference Under Distribution Shift","created":"2024-05-15","cited_by_count":11,"area":null},{"id":"2211.04612","title":"Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries","created":"2022-11-09","cited_by_count":10,"area":null},{"id":"2410.06296","title":"Conformal Structured Prediction","created":"2024-10-08","cited_by_count":10,"area":null},{"id":"2505.13432","title":"Synthetic-Powered Predictive Inference","created":"2025-05-19","cited_by_count":9,"area":null},{"id":"2307.01088","title":"Empirically Validating Conformal Prediction on Modern Vision Architectures Under Distribution Shift and Long-tailed Data","created":"2023-07-03","cited_by_count":8,"area":null},{"id":"2312.16160","title":"SymmPI: Predictive Inference for Data with Group Symmetries","created":"2023-12-26","cited_by_count":8,"area":null},{"id":"2401.04612","title":"Distribution-Free Conformal Joint Prediction Regions for Neural Marked Temporal Point Processes","created":"2024-01-09","cited_by_count":7,"area":null},{"id":"2405.01709","title":"Minimax Regret Learning for Data with Heterogeneous Subgroups","created":"2024-05-02","cited_by_count":7,"area":null},{"id":"2504.07611","title":"Conditional Conformal Risk Adaptation","created":"2025-04-10","cited_by_count":7,"area":null},{"id":"2507.03279","title":"Conformal Information Pursuit for Interactively Guiding Large Language Models","created":"2025-07-04","cited_by_count":7,"area":null},{"id":"2411.13479","title":"Conformal Prediction for Hierarchical Data","created":"2024-11-20","cited_by_count":5,"area":null},{"id":"2210.14735","title":"Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction","created":"2022-10-26","cited_by_count":4,"area":null},{"id":"2403.16336","title":"Predictive Inference in Multi-environment Scenarios","created":"2024-03-25","cited_by_count":4,"area":null},{"id":"2405.05110","title":"Uncertainty quantification in metric spaces","created":"2024-05-08","cited_by_count":4,"area":null},{"id":"2407.06390","title":"JANET: Joint Adaptive predictioN-region Estimation for Time-series","created":"2024-07-08","cited_by_count":3,"area":null},{"id":"2303.01422","title":"Design-based conformal prediction","created":"2023-03-02","cited_by_count":2,"area":null},{"id":"2405.06479","title":"Uncertainty Quantification With Multiple Sources","created":"2024-05-10","cited_by_count":2,"area":null},{"id":"2507.15741","title":"Conformal and kNN Predictive Uncertainty Quantification Algorithms in Metric Spaces","created":"2025-07-21","cited_by_count":2,"area":null},{"id":"2205.14317","title":"A Confidence Machine for Sparse High-Order Interaction Model","created":"2022-05-28","cited_by_count":1,"area":null},{"id":"2305.12686","title":"Conformal Inference for Invariant Risk Minimization","created":"2023-05-22","cited_by_count":0,"area":null},{"id":"2601.01223","title":"Adaptive Conformal Prediction via Bayesian Uncertainty Weighting for Hierarchical Healthcare Data","created":"2026-01-03","cited_by_count":0,"area":null},{"id":"2605.17705","title":"Online Conformal Prediction for Non-Exchangeable Panel Data","created":"2026-05-18","cited_by_count":0,"area":null},{"id":"2608.15500","title":"Generalized Hierarchical Conformal Prediction","created":"2026-08-16","cited_by_count":0,"area":null},{"id":"2608.21262","title":"The Exceedance Design Effect: Effective Sample Size for Thresholds under Clustering","created":"2026-08-21","cited_by_count":0,"area":null},{"id":"2609.11592","title":"CHOIR: heterogeneity-aware conformal prediction for crash injury severity across driver safety strata","created":"2026-09-10","cited_by_count":0,"area":null},{"id":"2609.14531","title":"Multi-source conformal prediction: leveraging heterogeneity via localization","created":"2026-09-13","cited_by_count":0,"area":null},{"id":"2610.19630","title":"Risk-Controlled DFT Selection for Machine-Learned Interatomic Potentials","created":"2026-10-14","cited_by_count":0,"area":null}],"next_cursor":null}