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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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