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Volume 128: Conformal and Probabilistic Prediction and Applications, 9-11 September 2020,

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Editors: Alexander Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni Smirnov, Giovanni Cherubin

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Preface

Alexander Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni Smirnov, Giovanni Cherubin, Marco Christini; PMLR 128:1-3

Complete statistical theory of learning: learning using statistical invariants

Vladimir Vapnik, Rauf Izmailov; PMLR 128:4-40

Constructing normalized nonconformity measures based on maximizing predictive efficiency

Anthony Bellotti; PMLR 128:41-54

Training conformal predictors

Nicolo Colombo, Vladimir Vovk; PMLR 128:55-64

Conformal multi-target regression using neural networks

Soundouss Messoudi, Sébastien Destercke, Sylvain Rousseau; PMLR 128:65-83

Conformal calibrators

Vladimir Vovk, Ivan Petej, Paolo Toccaceli, Alexander Gammerman, Ernst Ahlberg, Lars Carlsson; PMLR 128:84-99

A histogram based betting function for conformal martingales

Charalambos Eliades, Harris Papadopoulos; PMLR 128:100-113

Mondrian conformal regressors

Henrik Boström, Ulf Johansson; PMLR 128:114-133

Evaluating different approaches to calibrating conformal predictive systems

Hugo Werner, Lars Carlsson, Ernst Ahlberg, Henrik Boström.; PMLR 128:134-150

Conformal anomaly detection for visual reconstruction using gestalt principles

Ilia Nouretdinov, Alexander Balinsky, Alexander Gammerman; PMLR 128:151-170

Mixing past predictions

Alexander Korotin, Vladimir V’yugin, Evgeny Burnaev; PMLR 128:171-188

Fast probabilistic prediction for kernel SVM via enclosing balls

Nery Riquelme-Granada, Khuong An Nguyen, Zhiyuan Luo; PMLR 128:189-208

Practical investment with the long-short game

Najim Al-Baghdadi, David Lindsay, Yuri Kalnishkan, Sian Lindsay; PMLR 128:209-228

Batch mode active learning for mitotic phenotypes using conformal prediction

Adam Corrigan, Philip Hopcroft, Ana Narvaez, Claus Bendtsen; PMLR 128:229-243

A conformalized density-based clustering analysis of malicious traffic for botnet detection

Bahareh Mohammadi Kiani; PMLR 128:244-256

Classication of aerosol particles using inductive conformal prediction

Linn Karlsson, Henrik Boström, Paul Zieger; PMLR 128:257-268

BERT-based conformal predictor for sentiment analysis

Lysimachos Maltoudoglou, Andreas Paisios, Harris Papadopoulos; PMLR 128:269-284

Application of conformal prediction interval estimations to market makers’ net positions

Wojciech Wisniewski, David Lindsay, Sian Lindsay; PMLR 128:285-301

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