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GeezerVison is showing proceedings.mlr.press — Proceedings of Machine Learning Research [edit] Volume 91: Conformal and Probabilistic Prediction and Applications, 11-13 June 2018,[edit] Editors: Alex Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni Smirnov, Ralf Peeters Filter Authors: Filter Titles: Preface Alex Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni Smirnov, Ralf Peeters; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:1-2 [abs][Download PDF] Venn predictors for well-calibrated probability estimation trees Ulf Johansson, Tuwe Löfström, Håkan Sundell, Henrik Linusson, Anders Gidenstam, Henrik Boström; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:3-14 [abs][Download PDF] Inductive Venn-Abers predictive distribution Ilia Nouretdinov, Denis Volkhonskiy, Pitt Lim, Paolo Toccaceli, Alexander Gammerman; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:15-36 [abs][Download PDF] Cross-conformal predictive distributions Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alexander Gammerman; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:37-51 [abs][Download PDF] Conformal predictive decision making Vladimir Vovk, Claus Bendtsen; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:52-62 [abs][Download PDF] Aggregating strategies for long-term forecasting Alexander Korotin, Vladimir V’yugin, Evgeny Burnaev; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:63-82 [abs][Download PDF] Interpolation error of Gaussian process regression for misspecified case Alexey Zaytsev, Evgenya Romanenkova, Dmitry Ermilov; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:83-95 [abs][Download PDF] Conformal feature-selection wrappers for instance transfer Shuang Zhou, Evgueni Smirnov, Gijs Schoenmakers, Ralf Peeters, Tao Jiang; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:96-113 [abs][Download PDF] Cover your cough: detection of respiratory events with confidence using a smartwatch Khuong An Nguyen, Zhiyuan Luo; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:114-131 [abs][Download PDF] Using Venn-Abers predictors to assess cardio-vascular risk Ernst Ahlberg, Ruben Buendia, Lars Carlsson; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:132-146 [abs][Download PDF] Conformal prediction in learning under privileged information paradigm with applications in drug discovery Niharika Gauraha, Lars Carlsson, Ola Spjuth; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:147-156 [abs][Download PDF] Exchangeability martingales for selecting features in anomaly detection Giovanni Cherubin, Adrian Baldwin, Jonathan Griffin; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:157-170 [abs][Download PDF] Detecting seizures in EEG recordings using conformal prediction Charalambos Eliades, Harris Papadopoulos; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:171-186 [abs][Download PDF] Transfer learning for the probabilistic classification vector machine Christoph Raab, Frank-Michael Schleif; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:187-200 [abs][Download PDF] Venn-Abers predictors for improved compound iterative screening in drug discovery Ruben Buendia, Ola Engkvist, Lars Carlsson, Thierry Kogej, Ernst Ahlberg; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:201-219 [abs][Download PDF] Conformal stacked weather forecasting Jelmer Neeven, Evgueni Smirnov; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:220-233 [abs][Download PDF] Conformal prediction in manifold learning Alexander Kuleshov, Alexander Bernstein, Evgeny Burnaev; Proceedings of the Seventh Workshop on Conformal and Probabilistic Prediction and Applications, PMLR 91:234-253 [abs][Download PDF] subscribe via RSS |
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