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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-06-02 · via Proceedings of Machine Learning Research

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Volume 105: Conformal and Probabilistic Prediction and Applications, 9-11 September 2019, Golden Sands, Bulgaria

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Editors: Alex Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni Smirnov

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Preface

; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:1-2

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Interpretable and specialized conformal predictors

Ulf Johansson, Tuwe Löfström, Henrik Boström, Cecilia Sönströd; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:3-22

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Ensembles based on conformal instance transfer

Shuang Zhou, Evgueni Smirnov, Gijs Schoenmakers; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:23-42

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Split knowledge transfer in learning under privileged information framework

Niharika Gauraha, Fabian Söderdahl, Ola Spjuth; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:43-52

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Combining Prediction Intervals on Multi-Source Non-Disclosed Regression Datasets

Ola Spjuth, Robin Carrión Brännström, Lars Carlsson, Niharika Gauraha; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:53-65

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Conformal predictor combination using Neyman–Pearson Lemma

Paolo Toccaceli; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:66-88

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Test statistics and p-values

Yuri Gurevich, Vladimir Vovk; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:89-104

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Universally Consistent Conformal Predictive Distributions

Vladimir Vovk; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:105-122

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Predicting with Confidence from Survival Data

Henrik Boström, Ulf Johansson, Anders Vesterberg; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:123-141

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Coreset-based Conformal Prediction for Large-scale Learning

Nery Riquelme-Granada, Khuong Nguyen, Zhiyuan Luo; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:142-162

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Online Learning with Continuous Ranked Probability Score

Vladimir V. V’yugin, Vladimir G. Trunov; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:163-177

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Competitive Online Regression under Continuous Ranked Probability Score

Raisa Dzhamtyrova, Yuri Kalnishkan; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:178-195

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Conformal Prediction for Students’ Grades in a Course Recommender System

Raphaël Morsomme, Evgueni Smirnov; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:196-213

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Applying Conformal Prediction to Control an Exoskeleton

Charalambos Eliades, Harris Papadopoulos; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:214-227

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A Deep Neural Network Conformal Predictor for Multi-label Text Classification

Andreas Paisios, Ladislav Lenc, Jiřı́ Martı́nek, Pavel Král, Harris Papadopoulos; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:228-245

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Abstracts of invited talks and posters

Alexander Balinsky, Peter McCullagh, Ilia Nouretdinov, Matteo Fontana, James Gammerman, Laura Shelmit, Daljit Rehal, Patrizio Giovannotti; Proceedings of the Eighth Symposium on Conformal and Probabilistic Prediction and Applications, PMLR 105:246-247

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