Vovk, Vladimir

Algorithmic Learning in a Random World

Vovk, V., Gammerman, A., & Shafer, G. (2005) · Springer eBooks

Machine Learning and AlgorithmsStochastic Gradient Optimization Techniques

Cited by 1,119

A tutorial on conformal prediction

Shafer, G., & Vovk, V. (2007) · arXiv

Machine Learning and AlgorithmsAdvanced Bandit Algorithms Research

Cited by 655

Algorithmic Learning in a Random World

Vovk, V., Gammerman, A., & Shafer, G. (2022) · Springer eBooks

Machine Learning and AlgorithmsStatistical Methods and Inference

Cited by 296

Conditional validity of inductive conformal predictors

Vovk, V. (2013) · Machine Learning

Machine Learning and AlgorithmsStatistical Methods and Inference

Cited by 225

E-values: Calibration, combination and applications

Vovk, V., & Wang, R. (2021) · The Annals of Statistics

Statistical Methods in Clinical TrialsStatistical Methods and Inference

Cited by 172

The Fundamental Nature of the Log Loss Function

Vovk, V. (2015) · Lecture Notes in Computer Science

Computability, Logic, AI AlgorithmsAdvanced Bandit Algorithms Research

Cited by 71