Entropy Randomization in Machine Learning
Yuri S. Popkov & Alexey Yu. Popkov & Yuri A. Dubnov
Language: English
Computational Methods Dynamic Regression Entropy Randomization Entropy-Robust Estimation Information Technologies Prediction Probabilities Procedures machine learning
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).