Prediction with Expert Advice for a Finite Number of Experts: A Practical Introduction

Yuri Kalnishkan

doi:10.1016/j.patcog.2022.108557

Prediction with Expert Advice for a Finite Number of Experts: A Practical Introduction

Yuri Kalnishkan

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Abstract

In this paper, prediction with expert advice is surveyed focusing on Vovk’s Aggregating Algorithm. The established theory as well as extensions developed in the recent decade are considered. The paper is aimed at practitioners and covers important application scenarios.

Original language	English
Article number	108557
Journal	Pattern Recognition
Volume	126
Early online date	1 Feb 2022
DOIs	https://doi.org/10.1016/j.patcog.2022.108557
Publication status	Published - Jun 2022

Keywords

on-line learning
prediction with expert advice
machine learning

Access to Document

10.1016/j.patcog.2022.108557Licence: CC BY

Accepted ManuscriptAccepted author manuscript, 446 KBLicence: CC BY-NC-ND

Cite this

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