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ORCIDCOPA 2020: Virtual Event, Verona, Italy
- Alexander Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni N. Smirnov, Giovanni Cherubin, Marco Christini:
Conformal and Probabilistic Prediction and Applications, COPA 2020, 9-11 September 2020, Virtual Event. Proceedings of Machine Learning Research 128, PMLR 2020 - Preface. 1-3
- Vladimir Vapnik, Rauf Izmailov:
Complete statistical theory of learning: learning using statistical invariants. 4-40 - Anthony Bellotti:
Constructing normalized nonconformity measures based on maximizing predictive efficiency. 41-54 - Nicolò Colombo, Vladimir Vovk:
Training conformal predictors. 55-64 - Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau:
Conformal multi-target regression using neural networks. 65-83 - Vladimir Vovk, Ivan Petej, Paolo Toccaceli, Alexander Gammerman, Ernst Ahlberg, Lars Carlsson:
Conformal calibrators. 84-99 - Charalambos Eliades, Harris Papadopoulos:
A histogram based betting function for conformal martingales. 100-113 - Henrik Boström, Ulf Johansson:
Mondrian conformal regressors. 114-133 - Hugo Werner, Lars Carlsson, Ernst Ahlberg, Henrik Boström:
Evaluating different approaches to calibrating conformal predictive systems. 134-150 - Ilia Nouretdinov, Alexander Balinsky, Alexander Gammerman:
Conformal anomaly detection for visual reconstruction using gestalt principles. 151-170 - Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Mixing past predictions. 171-188 - Nery Riquelme-Granada, Khuong An Nguyen, Zhiyuan Luo:
Fast probabilistic prediction for kernel SVM via enclosing balls. 189-208 - Najim Al-Baghdadi, David Lindsay, Yuri Kalnishkan, Siân Lindsay:
Practical investment with the long-short game. 209-228 - Adam Corrigan, Philip Hopcroft, Ana Narvaez, Claus Bendtsen:
Batch mode active learning for mitotic phenotypes using conformal prediction. 229-243 - Bahareh Mohammadi Kiani:
A conformalized density-based clustering analysis of malicious traffic for botnet detection. 244-256 - Linn Karlsson, Henrik Boström, Paul Zieger:
Classication of aerosol particles using inductive conformal prediction. 257-268 - Lysimachos Maltoudoglou, Andreas Paisios, Harris Papadopoulos:
BERT-based conformal predictor for sentiment analysis. 269-284 - Wojciech Wisniewski, David Lindsay, Siân Lindsay:
Application of conformal prediction interval estimations to market makers' net positions. 285-301
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