Entropy Randomization in Machine Learning

Yuri S. Popkov & Alexey Yu. Popkov & Yuri A. Dubnov

Language: English

DOI

Computational Methods Dynamic Regression Entropy Randomization Entropy-Robust Estimation Information Technologies Machine learning Prediction Probabilities Procedures

Publisher: Chapman and Hall/CRC

Published: Jun 15, 2023

Description:

Entropy Randomization in Machine Learning presents a new approach to machine learning - entropy randomization - to obtain optimal solutions under uncertainty (uncertain data and models of the objects under study).