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 | |
Publication status | Published - Jun 2022 |
Keywords
- on-line learning
- prediction with expert advice
- machine learning