Computational Optimizations for Machine Learning

Name: Computational Optimizations for Machine Learning
Brand: MDPI AG
SKU: 9783036531861
Price: 318.51 RON
Availability: InStock

Autor: Freddy Gabbay

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Legare: Copertă tare

Editura: MDPI AG

Disponibilitate: În depozitul extern

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318.51 lei

The present book contains the 10 articles finally accepted for publication in the Special Issue "Com...

Informații despre carte

Autor

Freddy Gabbay

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2022

Pagini

276

EAN

9783036531861

ISBN

3036531866

Enbook ID

38787838

Editura

MDPI AG

Greutate

794

Dimensiuni

170 x 244 x 22

Descriere completă

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.

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