{"list":"other","total":61,"rows":[{"id":"1706.04599","title":"On Calibration of Modern Neural Networks","created":"2017-06-14","cited_by_count":4960},{"id":"1906.02530","title":"Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift","created":"2019-06-06","cited_by_count":1287},{"id":"1812.11118","title":"Reconciling modern machine learning practice and the bias-variance trade-off","created":"2018-12-28","cited_by_count":927},{"id":"2011.06225","title":"A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges","created":"2020-11-12","cited_by_count":819},{"id":"1510.04342","title":"Estimation and Inference of Heterogeneous Treatment Effects using Random Forests","created":"2015-10-14","cited_by_count":600},{"id":"1906.05433","title":"Tackling Climate Change with Machine Learning","created":"2019-06-10","cited_by_count":265},{"id":"1504.01132","title":"Recursive Partitioning for Heterogeneous Causal Effects","created":"2015-04-05","cited_by_count":255},{"id":"2308.15560","title":"WeatherBench 2: A benchmark for the next generation of data-driven global weather models","created":"2023-08-29","cited_by_count":236},{"id":"2301.09633","title":"Prediction-Powered Inference","created":"2023-01-23","cited_by_count":220},{"id":"1905.02928","title":"Predictive inference with the jackknife+","created":"2019-05-08","cited_by_count":211},{"id":"2011.07586","title":"Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty","created":"2020-11-15","cited_by_count":129},{"id":"2311.01453","title":"PPI++: Efficient Prediction-Powered Inference","created":"2023-11-02","cited_by_count":117},{"id":"1410.2597","title":"Optimal Inference After Model Selection","created":"2014-10-09","cited_by_count":67},{"id":"1702.06683","title":"Using Deep Learning and Google Street View to Estimate the Demographic Makeup of the US","created":"2017-02-22","cited_by_count":66},{"id":"1901.08152","title":"Veridical Data Science","created":"2019-01-23","cited_by_count":66},{"id":"2309.16598","title":"Cross-Prediction-Powered Inference","created":"2023-09-28","cited_by_count":58},{"id":"1909.01940","title":"Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification","created":"2019-09-03","cited_by_count":57},{"id":"2405.02917","title":"Overconfidence is Key: Verbalized Uncertainty Evaluation in Large Language and Vision-Language Models","created":"2024-05-05","cited_by_count":54},{"id":"2403.03208","title":"Active Statistical Inference","created":"2024-03-05","cited_by_count":50},{"id":"2501.09731","title":"Predictions as Surrogates: Revisiting Surrogate Outcomes in the Age of AI","created":"2025-01-16","cited_by_count":34},{"id":"2402.17826","title":"Prediction-Powered Ranking of Large Language Models","created":"2024-02-27","cited_by_count":29},{"id":"2209.13177","title":"Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review","created":"2022-09-27","cited_by_count":28},{"id":"2311.14220","title":"Assumption-Lean and Data-Adaptive Post-Prediction Inference","created":"2023-11-23","cited_by_count":26},{"id":"2406.04291","title":"Stratified Prediction-Powered Inference for Hybrid Language Model Evaluation","created":"2024-06-06","cited_by_count":26},{"id":"2501.18577","title":"Prediction-Powered Inference with Imputed Covariates and Nonuniform Sampling","created":"2025-01-30","cited_by_count":19},{"id":"2506.07949","title":"Cost-Optimal Active AI Model Evaluation","created":"2025-06-09","cited_by_count":19},{"id":"2306.00265","title":"Doubly Robust Self-Training","created":"2023-06-01","cited_by_count":18},{"id":"2204.04797","title":"Multi-Label Clinical Time-Series Generation via Conditional GAN","created":"2022-04-10","cited_by_count":16},{"id":"2502.04294","title":"Prediction-Powered E-Values","created":"2025-02-06","cited_by_count":16},{"id":"2106.07816","title":"Tree-Values: selective inference for regression trees","created":"2021-06-15","cited_by_count":15},{"id":"2406.02873","title":"Prediction-powered Generalization of Causal Inferences","created":"2024-06-05","cited_by_count":15},{"id":"2312.06478","title":"Prediction De-Correlated Inference: A safe approach for post-prediction inference","created":"2023-12-11","cited_by_count":14},{"id":"2502.17741","title":"A Unified Framework for Semiparametrically Efficient Semi-Supervised Learning","created":"2025-02-25","cited_by_count":14},{"id":"2412.11174","title":"Semi-Supervised Risk Control via Prediction-Powered Inference","created":"2024-12-15","cited_by_count":13},{"id":"2203.07512","title":"Don't fear the unlabelled: safe semi-supervised learning via simple debiasing","created":"2022-03-14","cited_by_count":10},{"id":"2208.05949","title":"Valid Inference After Causal Discovery","created":"2022-08-11","cited_by_count":10},{"id":"2405.20039","title":"Task-Agnostic Machine-Learning-Assisted Inference","created":"2024-05-30","cited_by_count":10},{"id":"2404.02438","title":"From Narratives to Numbers: Valid Inference Using Language Model Predictions from Verbal Autopsy Narratives","created":"2024-04-03","cited_by_count":8},{"id":"2405.06034","title":"Bayesian Prediction-Powered Inference","created":"2024-05-09","cited_by_count":8},{"id":"2409.18321","title":"Local Prediction-Powered Inference","created":"2024-09-26","cited_by_count":8},{"id":"2502.19231","title":"AI-Powered Bayesian Inference","created":"2025-02-26","cited_by_count":8},{"id":"2505.20178","title":"No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference","created":"2025-05-26","cited_by_count":8},{"id":"2506.10908","title":"Probably Approximately Correct Labels","created":"2025-06-12","cited_by_count":8},{"id":"2102.12328","title":"Bridging Breiman's Brook: From Algorithmic Modeling to Statistical Learning","created":"2021-02-23","cited_by_count":7},{"id":"2411.19908","title":"Another look at statistical inference with machine learning-imputed data","created":"2024-11-29","cited_by_count":7},{"id":"2502.14166","title":"Prediction-Powered Adaptive Shrinkage Estimation","created":"2025-02-20","cited_by_count":7},{"id":"2508.15162","title":"A Unified Framework for Inference with General Missingness Patterns and Machine Learning Imputation","created":"2025-08-21","cited_by_count":7},{"id":"2306.13746","title":"Revisiting inference after prediction","created":"2023-06-23","cited_by_count":6},{"id":"2411.12036","title":"Prediction-Guided Active Experiments","created":"2024-11-18","cited_by_count":6},{"id":"2509.13778","title":"Imputation-Powered Inference","created":"2025-09-17","cited_by_count":5},{"id":"2309.13666","title":"More power to you: Using machine learning to augment human coding for more efficient inference in text-based randomized trials","created":"2023-09-24","cited_by_count":4},{"id":"2409.01730","title":"Federated Prediction-Powered Inference from Decentralized Data","created":"2024-09-03","cited_by_count":4},{"id":"2410.09665","title":"ipd: An R Package for Conducting Inference on Predicted Data","created":"2024-10-12","cited_by_count":4},{"id":"2411.04281","title":"Generating Synthetic Electronic Health Record Data: a Methodological Scoping Review with Benchmarking on Phenotype Data and Open-Source Software","created":"2024-11-06","cited_by_count":4},{"id":"2505.18493","title":"Statistical Inference under Performativity","created":"2025-05-24","cited_by_count":4},{"id":"2405.13926","title":"Some models are useful, but for how long?: A decision theoretic approach to choosing when to refit large-scale prediction models","created":"2024-05-22","cited_by_count":3},{"id":"1611.09942","title":"Photographic home styles in Congress: a computer vision approach","created":"2016-11-29","cited_by_count":2},{"id":"2412.11257","title":"Prediction-Enhanced Monte Carlo: A Machine Learning View on Control Variate","created":"2024-12-15","cited_by_count":2},{"id":"2505.04643","title":"Prediction-powered estimators for finite population statistics in highly imbalanced textual data: Public hate crime estimation","created":"2025-05-05","cited_by_count":1},{"id":"2505.12181","title":"Reliable fairness auditing with semi-supervised inference","created":"2025-05-18","cited_by_count":1},{"id":"2509.09602","title":"LAVA: Language Model Assisted Verbal Autopsy for Cause-of-Death Determination","created":"2025-09-11","cited_by_count":1}],"next_cursor":null}