Computational Optimizations for Machine Learning - Tapa dura

 
9783036531861: Computational Optimizations for Machine Learning
Tapa dura
ISBN 10: 3036531866 ISBN 13: 9783036531861
Editorial: MDPI AG, 2022

Sinopsis

The present book contains the 10 articles finally accepted for publication in the Special Issue "Computational Optimizations for Machine Learning" of the MDPI journal Mathematics, which cover a wide range of topics connected to the theory and applications of machine learning, neural networks and artificial intelligence. These topics include, among others, various types of machine learning classes, such as supervised, unsupervised and reinforcement learning, deep neural networks, convolutional neural networks, GANs, decision trees, linear regression, SVM, K-means clustering, Q-learning, temporal difference, deep adversarial networks and more.

It is hoped that the book will be interesting and useful to those developing mathematical algorithms and applications in the domain of artificial intelligence and machine learning as well as for those having the appropriate mathematical background and willing to become familiar with recent advances of machine learning computational optimization mathematics, which has nowadays permeated into almost all sectors of human life and activity.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
MDPI AG
Año de publicación
2022
Idioma
Inglés
ISBN 10 
3036531866
ISBN 13 
9783036531861
Encuadernación
Tapa dura
Número de páginas
276
Editor
Gabbay Freddy
Contacto del fabricante
no disponible
Persona responsable
no disponible