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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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