{"total":792,"rows":[{"id":"2110.11334","title":"Generalized Out-of-Distribution Detection: A Survey","created":"2021-10-21","cited_by_count":802,"area":null},{"id":"2207.07061","title":"Confident Adaptive Language Modeling","created":"2022-07-14","cited_by_count":310,"area":"inference"},{"id":"2208.02814","title":"Conformal Risk Control","created":"2022-08-04","cited_by_count":299,"area":null},{"id":"2110.01052","title":"Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control","created":"2021-10-03","cited_by_count":271,"area":null},{"id":"2306.10193","title":"Conformal Language Modeling","created":"2023-06-16","cited_by_count":170,"area":null},{"id":"2202.07282","title":"Adaptive Conformal Predictions for Time Series","created":"2022-02-15","cited_by_count":161,"area":null},{"id":"2305.18404","title":"Conformal Prediction with Large Language Models for Multi-Choice Question Answering","created":"2023-05-28","cited_by_count":139,"area":null},{"id":"2402.10978","title":"Language Models with Conformal Factuality Guarantees","created":"2024-02-15","cited_by_count":131,"area":null},{"id":"2401.12794","title":"Benchmarking LLMs via Uncertainty Quantification","created":"2024-01-23","cited_by_count":126,"area":null},{"id":"2308.16175","title":"Quantifying Uncertainty in Answers from any Language Model and Enhancing their Trustworthiness","created":"2023-08-30","cited_by_count":122,"area":null},{"id":"2306.09335","title":"Class-Conditional Conformal Prediction with Many Classes","created":"2023-06-15","cited_by_count":109,"area":null},{"id":"2202.05265","title":"Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging","created":"2022-02-10","cited_by_count":107,"area":null},{"id":"2312.08782","title":"Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis","created":"2023-12-14","cited_by_count":103,"area":null},{"id":"2204.13631","title":"Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly","created":"2022-04-28","cited_by_count":89,"area":null},{"id":"2302.13425","title":"A Survey on Uncertainty Quantification Methods for Deep Learning","created":"2023-02-26","cited_by_count":81,"area":null},{"id":"2506.09937","title":"SAFE: Multitask Failure Detection for Vision-Language-Action Models","created":"2025-06-11","cited_by_count":80,"area":"vla"},{"id":"2302.07869","title":"Improved Online Conformal Prediction via Strongly Adaptive Online Learning","created":"2023-02-15","cited_by_count":78,"area":null},{"id":"2212.03463","title":"Sequential Predictive Conformal Inference for Time Series","created":"2022-12-07","cited_by_count":75,"area":null},{"id":"2308.01222","title":"Calibration in Deep Learning: A Survey of the State-of-the-Art","created":"2023-08-02","cited_by_count":75,"area":null},{"id":"2112.10327","title":"Classifier Calibration: A survey on how to assess and improve predicted class probabilities","created":"2021-12-20","cited_by_count":73,"area":null},{"id":"2110.03051","title":"Prior and Posterior Networks: A Survey on Evidential Deep Learning Methods For Uncertainty Estimation","created":"2021-10-06","cited_by_count":71,"area":null},{"id":"2403.01216","title":"API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access","created":"2024-03-02","cited_by_count":69,"area":null},{"id":"2410.04640","title":"Unpacking Failure Modes of Generative Policies: Runtime Monitoring of Consistency and Progress","created":"2024-10-06","cited_by_count":69,"area":"offlinerl"},{"id":"2407.08735","title":"Real-Time Anomaly Detection and Reactive Planning with Large Language Models","created":"2024-07-11","cited_by_count":68,"area":null},{"id":"2202.07654","title":"Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation","created":"2022-02-15","cited_by_count":67,"area":null},{"id":"2209.15145","title":"Batch Multivalid Conformal Prediction","created":"2022-09-30","cited_by_count":67,"area":null},{"id":"2206.01067","title":"Practical Adversarial Multivalid Conformal Prediction","created":"2022-06-02","cited_by_count":65,"area":null},{"id":"2403.05973","title":"Calibrating Large Language Models Using Their Generations Only","created":"2024-03-09","cited_by_count":65,"area":null},{"id":"2407.00499","title":"ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees","created":"2024-06-29","cited_by_count":65,"area":null},{"id":"2307.15703","title":"Uncertainty in Natural Language Generation: From Theory to Applications","created":"2023-07-28","cited_by_count":61,"area":null},{"id":"2409.11654","title":"How to Build the Virtual Cell with Artificial Intelligence: Priorities and Opportunities","created":"2024-09-18","cited_by_count":57,"area":null},{"id":"2201.12006","title":"Improving Expert Predictions with Conformal Prediction","created":"2022-01-28","cited_by_count":54,"area":null},{"id":"2202.03613","title":"Conformal Prediction Under Feedback Covariate Shift for Biomolecular Design","created":"2022-02-08","cited_by_count":54,"area":null},{"id":"2310.06430","title":"Conformal Prediction for Deep Classifier via Label Ranking","created":"2023-10-10","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":"2302.03791","title":"How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control","created":"2023-02-07","cited_by_count":50,"area":"diffusion"},{"id":"2310.05921","title":"Conformal Decision Theory: Safe Autonomous Decisions from Imperfect Predictions","created":"2023-10-09","cited_by_count":50,"area":null},{"id":"2305.17564","title":"Federated Conformal Predictors for Distributed Uncertainty Quantification","created":"2023-05-27","cited_by_count":46,"area":null},{"id":"2303.12783","title":"Conformal Prediction for Time Series with Modern Hopfield Networks","created":"2023-03-22","cited_by_count":42,"area":null},{"id":"2310.17651","title":"High-Dimensional Prediction for Sequential Decision Making","created":"2023-10-26","cited_by_count":41,"area":null},{"id":"2205.09095","title":"Achieving Risk Control in Online Learning Settings","created":"2022-05-18","cited_by_count":39,"area":null},{"id":"2207.02238","title":"Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets","created":"2022-07-05","cited_by_count":38,"area":null},{"id":"2401.13744","title":"Conformal Prediction Sets Improve Human Decision Making","created":"2024-01-24","cited_by_count":35,"area":null},{"id":"2205.01411","title":"On the Utility of Prediction Sets in Human-AI Teams","created":"2022-05-03","cited_by_count":34,"area":null},{"id":"2210.00173","title":"Predictive Inference with Feature Conformal Prediction","created":"2022-10-01","cited_by_count":34,"area":null},{"id":"2211.09795","title":"Conffusion: Confidence Intervals for Diffusion Models","created":"2022-11-17","cited_by_count":33,"area":"diffusion"},{"id":"2303.12246","title":"Object Pose Estimation with Statistical Guarantees: Conformal Keypoint Detection and Geometric Uncertainty Propagation","created":"2023-03-22","cited_by_count":33,"area":null},{"id":"2304.01075","title":"Conformal Prediction Regions for Time Series using Linear Complementarity Programming","created":"2023-04-03","cited_by_count":33,"area":null},{"id":"2305.02633","title":"Conformal Nucleus Sampling","created":"2023-05-04","cited_by_count":33,"area":null},{"id":"2307.09302","title":"Conformal prediction under ambiguous ground truth","created":"2023-07-18","cited_by_count":31,"area":null},{"id":"2305.07348","title":"A Survey on Deep Learning-Based Monocular Spacecraft Pose Estimation: Current State, Limitations and Prospects","created":"2023-05-12","cited_by_count":30,"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":"2402.14418","title":"Uncertainty-Aware Evaluation for Vision-Language Models","created":"2024-02-22","cited_by_count":29,"area":"mllm"},{"id":"2210.12496","title":"Bayesian Optimization with Conformal Prediction Sets","created":"2022-10-22","cited_by_count":28,"area":null},{"id":"2211.14555","title":"Distribution Free Prediction Sets for Node Classification","created":"2022-11-26","cited_by_count":28,"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":"2402.15406","title":"Conformalized-DeepONet: A Distribution-Free Framework for Uncertainty Quantification in Deep Operator Networks","created":"2024-02-23","cited_by_count":28,"area":null},{"id":"2202.08756","title":"Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting","created":"2022-02-17","cited_by_count":27,"area":null},{"id":"2302.06322","title":"One-Shot Federated Conformal Prediction","created":"2023-02-13","cited_by_count":27,"area":null},{"id":"2303.14346","title":"Collaborative Multi-Object Tracking with Conformal Uncertainty Propagation","created":"2023-03-25","cited_by_count":27,"area":null},{"id":"2402.06529","title":"Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity","created":"2024-02-09","cited_by_count":27,"area":"lr"},{"id":"2509.18658","title":"Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction","created":"2025-09-23","cited_by_count":27,"area":null},{"id":"2202.11091","title":"Efficient and Differentiable Conformal Prediction with General Function Classes","created":"2022-02-22","cited_by_count":26,"area":null},{"id":"2306.03928","title":"Designing Decision Support Systems Using Counterfactual Prediction Sets","created":"2023-06-06","cited_by_count":26,"area":null},{"id":"2402.01960","title":"Calibrated Uncertainty Quantification for Operator Learning via Conformal Prediction","created":"2024-02-02","cited_by_count":26,"area":null},{"id":"2403.13458","title":"Uncertainty quantification for data-driven weather models","created":"2024-03-20","cited_by_count":26,"area":null},{"id":"2206.04405","title":"Conformal Off-Policy Prediction in Contextual Bandits","created":"2022-06-09","cited_by_count":25,"area":null},{"id":"2305.18262","title":"Beyond Confidence: Reliable Models Should Also Consider Atypicality","created":"2023-05-29","cited_by_count":25,"area":null},{"id":"2306.02732","title":"Conformal Prediction with Missing Values","created":"2023-06-05","cited_by_count":25,"area":null},{"id":"2307.04642","title":"TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction","created":"2023-07-07","cited_by_count":25,"area":"rag"},{"id":"2310.10003","title":"Conformal Contextual Robust Optimization","created":"2023-10-16","cited_by_count":25,"area":null},{"id":"2410.06494","title":"Conformal Prediction: A Data Perspective","created":"2024-10-09","cited_by_count":25,"area":null},{"id":"2601.20913","title":"Noisy but Valid: Robust Statistical Evaluation of LLMs with Imperfect Judges","created":"2026-01-28","cited_by_count":24,"area":null},{"id":"2206.13092","title":"Split Localized Conformal Prediction","created":"2022-06-27","cited_by_count":23,"area":null},{"id":"2209.00517","title":"The Neural Process Family: Survey, Applications and Perspectives","created":"2022-09-01","cited_by_count":23,"area":null},{"id":"2207.10074","title":"Semantic uncertainty intervals for disentangled latent spaces","created":"2022-07-20","cited_by_count":22,"area":null},{"id":"2208.05875","title":"Uncertainty Quantification for Traffic Forecasting: A Unified Approach","created":"2022-08-11","cited_by_count":22,"area":null},{"id":"2502.03609","title":"Multivariate Conformal Prediction using Optimal Transport","created":"2025-02-05","cited_by_count":22,"area":null},{"id":"2309.10092","title":"Conformal Temporal Logic Planning using Large Language Models","created":"2023-09-18","cited_by_count":21,"area":null},{"id":"2310.12964","title":"PAC Prediction Sets Under Label Shift","created":"2023-10-19","cited_by_count":21,"area":null},{"id":"2402.00707","title":"Non-Exchangeable Conformal Language Generation with Nearest Neighbors","created":"2024-02-01","cited_by_count":21,"area":null},{"id":"2405.02140","title":"An Information Theoretic Perspective on Conformal Prediction","created":"2024-05-03","cited_by_count":21,"area":null},{"id":"2502.06884","title":"Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models","created":"2025-02-08","cited_by_count":21,"area":"mllm"},{"id":"2505.18404","title":"Thought calibration: Efficient and confident test-time scaling","created":"2025-05-23","cited_by_count":21,"area":"lr"},{"id":"2405.05145","title":"Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty","created":"2024-04-16","cited_by_count":20,"area":null},{"id":"2501.10858","title":"Reliable Text-to-SQL with Adaptive Abstention","created":"2025-01-18","cited_by_count":20,"area":null},{"id":"2505.19970","title":"CP-Router: An Uncertainty-Aware Router Between LLM and LRM","created":"2025-05-26","cited_by_count":20,"area":"lr"},{"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":"2307.05772","title":"Random-Set Neural Networks (RS-NN)","created":"2023-07-11","cited_by_count":19,"area":null},{"id":"2402.08733","title":"Experts Don't Cheat: Learning What You Don't Know By Predicting Pairs","created":"2024-02-13","cited_by_count":19,"area":null},{"id":"2406.06818","title":"Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration","created":"2024-06-10","cited_by_count":19,"area":null},{"id":"2410.08174","title":"Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models","created":"2024-10-10","cited_by_count":19,"area":"mllm"},{"id":"2303.04379","title":"HappyMap: A Generalized Multi-calibration Method","created":"2023-03-08","cited_by_count":18,"area":null},{"id":"2501.00555","title":"Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction","created":"2024-12-31","cited_by_count":18,"area":null},{"id":"2311.13628","title":"Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models","created":"2023-11-22","cited_by_count":17,"area":null},{"id":"2110.07661","title":"Distribution-Free Federated Learning with Conformal Predictions","created":"2021-10-14","cited_by_count":16,"area":null},{"id":"2202.01147","title":"Improving Screening Processes via Calibrated Subset Selection","created":"2022-02-02","cited_by_count":16,"area":null},{"id":"2303.15383","title":"List Online Classification","created":"2023-03-27","cited_by_count":16,"area":null},{"id":"2304.00194","title":"Safe Perception-Based Control under Stochastic Sensor Uncertainty using Conformal Prediction","created":"2023-04-01","cited_by_count":16,"area":null}],"next_cursor":"100"}