Convex Optimization for Machine Learning

Convex Optimization for Machine Learning

This book covers an introduction to convex optimization, one of the powerful and tractable optimization problems that can be efficiently solved on a computer. The goal of the book is to help develop a sense of what convex optimization is, and how it can be used in a widening array of practical cont...

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Bibliographic Details
Format: eBook
Language:English
Published: Now Publishers 2022
Series:NowOpen
Subjects:
Optimization
Convex Optimization, Deep Learning, Generative Adversarial Networks (GANs), TensorFlow, Supervised Learning, Wasserstein GAN, Strong Duality, Weak Duality, Computed Tomography
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBU Optimization
Online Access:Open Access: DOAB: description of the publication
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