Preface

Alex Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni Smirnov; 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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