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ORCIDCOPA 2018: Maastricht, The Netherlands
- Alex Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni N. Smirnov, Ralf L. M. Peeters:
7th Symposium on Conformal and Probabilistic Prediction and Applications, COPA 2018, 11-13 June 2018, Maastricht, The Netherlands. Proceedings of Machine Learning Research 91, PMLR 2018 - Preface. 1-2
- Ulf Johansson, Tuwe Löfström, Håkan Sundell, Henrik Linusson, Anders Gidenstam, Henrik Boström:
Venn predictors for well-calibrated probability estimation trees. 3-14 - Ilia Nouretdinov, Denis Volkhonskiy, Pitt Lim, Paolo Toccaceli, Alexander Gammerman:
Inductive Venn-Abers predictive distribution. 15-36 - Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alexander Gammerman:
Cross-conformal predictive distributions. 37-51 - Vladimir Vovk, Claus Bendtsen:
Conformal predictive decision making. 52-62 - Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Aggregating strategies for long-term forecasting. 63-82 - Alexey Zaytsev, Evgenya Romanenkova, Dmitry Ermilov:
Interpolation error of Gaussian process regression for misspecified case. 83-95 - Shuang Zhou, Evgueni N. Smirnov, Gijs Schoenmakers, Ralf Peeters, Tao Jiang:
Conformal feature-selection wrappers for instance transfer. 96-113 - Khuong An Nguyen, Zhiyuan Luo:
Cover your cough: detection of respiratory events with confidence using a smartwatch. 114-131 - Ernst Ahlberg, Rubén Buendía, Lars Carlsson:
Using Venn-Abers predictors to assess cardio-vascular risk. 132-146 - Niharika Gauraha, Lars Carlsson, Ola Spjuth:
Conformal prediction in learning under privileged information paradigm with applications in drug discovery. 147-156 - Giovanni Cherubin, Adrian Baldwin, Jonathan Griffin:
Exchangeability martingales for selecting features in anomaly detection. 157-170 - Charalambos Eliades, Harris Papadopoulos:
Detecting seizures in EEG recordings using conformal prediction. 171-186 - Christoph Raab, Frank-Michael Schleif
:
Transfer learning for the probabilistic classification vector machine. 187-200 - Rubén Buendía, Ola Engkvist, Lars Carlsson, Thierry Kogej, Ernst Ahlberg:
Venn-Abers predictors for improved compound iterative screening in drug discovery. 201-219 - Jelmer Neeven, Evgueni N. Smirnov:
Conformal stacked weather forecasting. 220-233 - Alexander P. Kuleshov, Alexander Bernstein, Evgeny Burnaev:
Conformal prediction in manifold learning. 234-253
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