{"total":105,"rows":[{"id":"2104.08279","title":"Testing for Outliers with Conformal p-values","created":"2021-04-16","cited_by_count":134,"area":null},{"id":"2105.08747","title":"Conformal Prediction using Conditional Histograms","created":"2021-05-18","cited_by_count":77,"area":null},{"id":"2210.01408","title":"Selection by Prediction with Conformal p-values","created":"2022-10-04","cited_by_count":69,"area":null},{"id":"2102.08898","title":"Few-shot Conformal Prediction with Auxiliary Tasks","created":"2021-02-17","cited_by_count":53,"area":null},{"id":"2103.09763","title":"Conformalized Survival Analysis","created":"2021-03-17","cited_by_count":53,"area":null},{"id":"2405.01976","title":"Conformal Prediction for Natural Language Processing: A Survey","created":"2024-05-03","cited_by_count":53,"area":null},{"id":"2110.00816","title":"Calibrated Multiple-Output Quantile Regression with Representation Learning","created":"2021-10-02","cited_by_count":50,"area":null},{"id":"2105.14957","title":"Conformal Uncertainty Sets for Robust Optimization","created":"2021-05-31","cited_by_count":49,"area":null},{"id":"2106.00394","title":"Improving Conditional Coverage via Orthogonal Quantile Regression","created":"2021-06-01","cited_by_count":48,"area":null},{"id":"2206.06584","title":"Probabilistic Conformal Prediction Using Conditional Random Samples","created":"2022-06-14","cited_by_count":47,"area":null},{"id":"2205.09095","title":"Achieving Risk Control in Online Learning Settings","created":"2022-05-18","cited_by_count":39,"area":null},{"id":"2406.18814","title":"Length Optimization in Conformal Prediction","created":"2024-06-27","cited_by_count":39,"area":null},{"id":"2212.03281","title":"Copula Conformal Prediction for Multi-step Time Series Forecasting","created":"2022-12-06","cited_by_count":29,"area":null},{"id":"2310.01262","title":"Non-Exchangeable Conformal Risk Control","created":"2023-10-02","cited_by_count":29,"area":null},{"id":"2305.10124","title":"Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems","created":"2023-05-17","cited_by_count":28,"area":null},{"id":"2306.02738","title":"A Large-Scale Study of Probabilistic Calibration in Neural Network Regression","created":"2023-06-05","cited_by_count":27,"area":null},{"id":"2503.19068","title":"Minimum Volume Conformal Sets for Multivariate Regression","created":"2025-03-24","cited_by_count":27,"area":null},{"id":"2410.06494","title":"Conformal Prediction: A Data Perspective","created":"2024-10-09","cited_by_count":25,"area":null},{"id":"2206.13092","title":"Split Localized Conformal Prediction","created":"2022-06-27","cited_by_count":23,"area":null},{"id":"2407.01794","title":"Probabilistic Conformal Prediction with Approximate Conditional Validity","created":"2024-07-01","cited_by_count":23,"area":null},{"id":"2502.03609","title":"Multivariate Conformal Prediction using Optimal Transport","created":"2025-02-05","cited_by_count":22,"area":null},{"id":"2501.18991","title":"Optimal Transport-based Conformal Prediction","created":"2025-01-31","cited_by_count":20,"area":null},{"id":"2208.11111","title":"Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers","created":"2022-08-23","cited_by_count":19,"area":null},{"id":"2404.08168","title":"Conformal Prediction via Regression-as-Classification","created":"2024-04-12","cited_by_count":18,"area":null},{"id":"2302.12238","title":"Improving Adaptive Conformal Prediction Using Self-Supervised Learning","created":"2023-02-23","cited_by_count":17,"area":null},{"id":"2306.08693","title":"Integrating Uncertainty Awareness into Conformalized Quantile Regression","created":"2023-06-14","cited_by_count":17,"area":null},{"id":"2205.15680","title":"Simulator-Based Inference with Waldo: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems","created":"2022-05-31","cited_by_count":15,"area":null},{"id":"2301.11556","title":"Conformal inference is (almost) free for neural networks trained with early stopping","created":"2023-01-27","cited_by_count":14,"area":null},{"id":"2302.10095","title":"Conformal Prediction for Network-Assisted Regression","created":"2023-02-20","cited_by_count":14,"area":null},{"id":"2407.01171","title":"Neural Conditional Probability for Uncertainty Quantification","created":"2024-07-01","cited_by_count":14,"area":null},{"id":"2402.07357","title":"Regression Trees for Fast and Adaptive Prediction Intervals","created":"2024-02-12","cited_by_count":12,"area":null},{"id":"2407.10230","title":"Weighted Aggregation of Conformity Scores for Classification","created":"2024-07-14","cited_by_count":11,"area":null},{"id":"2407.14495","title":"Conformal Thresholded Intervals for Efficient Regression","created":"2024-07-19","cited_by_count":11,"area":null},{"id":"2205.14568","title":"Towards Instance-Wise Calibration: Local Amortized Diagnostics and Reshaping of Conditional Densities (LADaR)","created":"2022-05-29","cited_by_count":10,"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":"2502.16658","title":"Volume Optimality in Conformal Prediction with Structured Prediction Sets","created":"2025-02-23","cited_by_count":10,"area":null},{"id":"2510.02471","title":"Predictive inference for time series: why is split conformal effective despite temporal dependence?","created":"2025-10-02","cited_by_count":10,"area":null},{"id":"2502.06995","title":"Epistemic Uncertainty in Conformal Scores: A Unified Approach","created":"2025-02-10","cited_by_count":9,"area":null},{"id":"2304.01426","title":"Conformalized Unconditional Quantile Regression","created":"2023-04-04","cited_by_count":8,"area":null},{"id":"2402.04906","title":"Conformal Convolution and Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects","created":"2024-02-07","cited_by_count":8,"area":null},{"id":"2306.09520","title":"Ensembled Prediction Intervals for Causal Outcomes Under Hidden Confounding","created":"2023-06-15","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":"2211.02730","title":"Uncertainty-aware predictive modeling for fair data-driven decisions","created":"2022-11-04","cited_by_count":6,"area":null},{"id":"2310.03545","title":"Distribution-free risk assessment of regression-based machine learning algorithms","created":"2023-10-05","cited_by_count":6,"area":null},{"id":"2403.11964","title":"Probabilistic Calibration by Design for Neural Network Regression","created":"2024-03-18","cited_by_count":6,"area":null},{"id":"2508.17077","title":"CP4SBI: Local Conformal Calibration of Credible Sets in Simulation-Based Inference","created":"2025-08-23","cited_by_count":6,"area":null},{"id":"2207.02808","title":"Improved conformalized quantile regression","created":"2022-07-06","cited_by_count":5,"area":null},{"id":"2304.06158","title":"Post-selection Inference for Conformal Prediction: Trading off Coverage for Precision","created":"2023-04-12","cited_by_count":5,"area":null},{"id":"2305.11640","title":"Distribution-Free Matrix Prediction Under Arbitrary Missing Pattern","created":"2023-05-19","cited_by_count":5,"area":null},{"id":"2311.00774","title":"Conformalized Deep Splines for Optimal and Efficient Prediction Sets","created":"2023-11-01","cited_by_count":5,"area":null},{"id":"2410.20579","title":"Toward Conditional Distribution Calibration in Survival Prediction","created":"2024-10-27","cited_by_count":5,"area":null},{"id":"2204.04270","title":"Conformal Frequency Estimation with Sketched Data","created":"2022-04-08","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":"2408.08990","title":"Adaptive Uncertainty Quantification for Generative AI","created":"2024-08-16","cited_by_count":4,"area":null},{"id":"2601.02769","title":"Fast Conformal Prediction using Conditional Interquantile Intervals","created":"2026-01-06","cited_by_count":4,"area":null},{"id":"2605.30292","title":"Leave a Window Out: Modifying the Jackknife for Predictive Inference in Time Series","created":"2026-05-28","cited_by_count":4,"area":null},{"id":"2306.07252","title":"On the Validity of Conformal Prediction for Network Data Under Non-Uniform Sampling","created":"2023-06-12","cited_by_count":3,"area":null},{"id":"2412.13159","title":"A Conformal Approach to Feature-based Newsvendor under Model Misspecification","created":"2024-12-17","cited_by_count":3,"area":null},{"id":"2502.06661","title":"iLOCO: Distribution-Free Inference for Feature Interactions","created":"2025-02-10","cited_by_count":3,"area":null},{"id":"2503.14106","title":"Reliable uncertainty quantification for 2D/3D anatomical landmark localization using multi-output conformal prediction","created":"2025-03-18","cited_by_count":3,"area":null},{"id":"2405.18601","title":"From Conformal Predictions to Confidence Regions","created":"2024-05-28","cited_by_count":2,"area":null},{"id":"2410.14507","title":"Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict","created":"2024-10-18","cited_by_count":2,"area":null},{"id":"2507.14023","title":"Conformalized Regression for Continuous Bounded Outcomes","created":"2025-07-18","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":"2509.15349","title":"Probabilistic Conformal Coverage Guarantees in Small-Data Settings","created":"2025-09-18","cited_by_count":2,"area":null},{"id":"2510.07093","title":"Non-Asymptotic Analysis of Efficiency in Conformalized Regression","created":"2025-10-08","cited_by_count":2,"area":null},{"id":"2511.13608","title":"A Gentle Introduction to Conformal Time Series Forecasting","created":"2025-11-17","cited_by_count":2,"area":null},{"id":"2512.01384","title":"CLAPS: Aleatoric-Epistemic Scaling via Last-Layer Laplace for Conformal Regression","created":"2025-12-01","cited_by_count":2,"area":null},{"id":"2601.22298","title":"Conformal Prediction for Generative Models via Adaptive Cluster-Based Density Estimation","created":"2026-01-29","cited_by_count":2,"area":null},{"id":"2602.07633","title":"Flow-Based Conformal Predictive Distributions","created":"2026-02-07","cited_by_count":2,"area":null},{"id":"2603.01719","title":"Co-optimization for Adaptive Conformal Prediction","created":"2026-03-02","cited_by_count":2,"area":null},{"id":"2603.22000","title":"CRPS-Optimal Binning for Univariate Conformal Regression","created":"2026-03-23","cited_by_count":2,"area":null},{"id":"2407.15301","title":"U-learning for Prediction Inference via Combinatory Multi-Subsampling: With Applications to LASSO and Neural Networks","created":"2024-07-22","cited_by_count":1,"area":null},{"id":"2408.01582","title":"Conformal Diffusion Models for Individual Treatment Effect Estimation and Inference","created":"2024-08-02","cited_by_count":1,"area":"diffusion"},{"id":"2502.05157","title":"Efficient distributional regression trees learning algorithms for calibrated non-parametric probabilistic forecasts","created":"2025-02-07","cited_by_count":1,"area":null},{"id":"2508.10284","title":"Uncertainty-Aware Prediction of Parkinson's Disease Medication Needs: A Two-Stage Conformal Prediction Approach","created":"2025-08-14","cited_by_count":1,"area":null},{"id":"2511.18141","title":"Conformal Prediction for Compositional Data","created":"2025-11-22","cited_by_count":1,"area":null},{"id":"2602.00171","title":"Uncertainty-Aware Multimodal Learning via Conformal Shapley Intervals","created":"2026-01-30","cited_by_count":1,"area":null},{"id":"2603.23923","title":"Elements of Conformal Prediction","created":"2026-03-25","cited_by_count":1,"area":null},{"id":"2604.06464","title":"Weighted Bayesian Conformal Prediction","created":"2026-04-07","cited_by_count":1,"area":null},{"id":"2605.03233","title":"Conformalized Percentile Interval: Finite Sample Validity and Improved Conditional Performance","created":"2026-05-04","cited_by_count":1,"area":null},{"id":"2605.08561","title":"CONTRA: Conformal Prediction Region via Normalizing Flow Transformation","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2605.23189","title":"Empirical Bayes Conformal Prediction for Vision and Language Models","created":"2026-05-22","cited_by_count":1,"area":null},{"id":"2109.00582","title":"Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification","created":"2021-09-01","cited_by_count":0,"area":null},{"id":"2305.16583","title":"Detecting Errors in a Numerical Response via any Regression Model","created":"2023-05-26","cited_by_count":0,"area":null},{"id":"2306.06582","title":"Fast, Distribution-free Predictive Inference for Neural Networks with Coverage Guarantees","created":"2023-06-11","cited_by_count":0,"area":null},{"id":"2406.14904","title":"Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal Inference","created":"2024-06-21","cited_by_count":0,"area":null},{"id":"2409.10855","title":"Calibrated Multivariate Regression with Localized PIT Mappings","created":"2024-09-17","cited_by_count":0,"area":null},{"id":"2409.17466","title":"Adjusting Regression Models for Conditional Uncertainty Calibration","created":"2024-09-26","cited_by_count":0,"area":null},{"id":"2411.19523","title":"Localized Conformal Multi-Quantile Regression","created":"2024-11-29","cited_by_count":0,"area":null},{"id":"2504.13961","title":"CONTINA: Confidence Interval for Traffic Demand Prediction with Coverage Guarantee","created":"2025-04-17","cited_by_count":0,"area":null},{"id":"2505.08158","title":"Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model","created":"2025-05-13","cited_by_count":0,"area":null},{"id":"2511.12016","title":"MMDCP: A Distribution-free Approach to Outlier Detection and Classification with Coverage Guarantees and SCW-FDR Control","created":"2025-11-15","cited_by_count":0,"area":null},{"id":"2602.22432","title":"LoBoost: Fast Model-Native Local Conformal Prediction for Gradient-Boosted Trees","created":"2026-02-25","cited_by_count":0,"area":null},{"id":"2603.25509","title":"Conformal Prediction for Nonparametric Instrumental Regression","created":"2026-03-26","cited_by_count":0,"area":null},{"id":"2604.22391","title":"Conformalized Super Learner","created":"2026-04-24","cited_by_count":0,"area":null},{"id":"2604.25202","title":"Geometry of tail allocation in conformal prediction intervals","created":"2026-04-28","cited_by_count":0,"area":null},{"id":"2605.01452","title":"Stable Localized Conformal Prediction via Transduction","created":"2026-05-02","cited_by_count":0,"area":null},{"id":"2605.07100","title":"TRACE: Transport Alignment Conformal Prediction via Diffusion and Flow Matching Models","created":"2026-05-08","cited_by_count":0,"area":"diffusion"},{"id":"2606.00419","title":"Parameter-Free and Group Conditional Online Conformal Prediction","created":"2026-05-29","cited_by_count":0,"area":null}],"next_cursor":"100"}