Optimization and Learning

Optimization and Learning
Author :
Publisher : Springer Nature
Total Pages : 377
Release :
ISBN-10 : 9783030856724
ISBN-13 : 3030856720
Rating : 4/5 (24 Downloads)

Book Synopsis Optimization and Learning by : Bernabé Dorronsoro

Download or read book Optimization and Learning written by Bernabé Dorronsoro and published by Springer Nature. This book was released on 2021-08-16 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 4th International Conference on Optimization and Learning, OLA 2021, held in Catania, Italy, in June 2021. Due to the COVID-19 pandemic the conference was held online. The 27 full papers were carefully reviewed and selected from 62 submissions. The papers presented in the volume are organized in topical sections on ​synergies between optimization and learning; learning for optimization; machine learning and deep learning; transportation and logistics; optimization; applications of learning and optimization methods.


Optimization and Learning Related Books

Optimization and Learning
Language: en
Pages: 377
Authors: Bernabé Dorronsoro
Categories: Computers
Type: BOOK - Published: 2021-08-16 - Publisher: Springer Nature

DOWNLOAD EBOOK

This volume constitutes the refereed proceedings of the 4th International Conference on Optimization and Learning, OLA 2021, held in Catania, Italy, in June 202
Optimization for Machine Learning
Language: en
Pages: 509
Authors: Suvrit Sra
Categories: Computers
Type: BOOK - Published: 2012 - Publisher: MIT Press

DOWNLOAD EBOOK

An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay betw
Accelerated Optimization for Machine Learning
Language: en
Pages: 286
Authors: Zhouchen Lin
Categories: Computers
Type: BOOK - Published: 2020-05-29 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book on optimization includes forewords by Michael I. Jordan, Zongben Xu and Zhi-Quan Luo. Machine learning relies heavily on optimization to solve problem
Optimization and Learning
Language: en
Pages: 298
Authors: Bernabé Dorronsoro
Categories: Computers
Type: BOOK - Published: 2020-02-15 - Publisher: Springer Nature

DOWNLOAD EBOOK

This volume constitutes the refereed proceedings of the Third International Conference on Optimization and Learning, OLA 2020, held in Cádiz, Spain, in Februar
First-order and Stochastic Optimization Methods for Machine Learning
Language: en
Pages: 591
Authors: Guanghui Lan
Categories: Mathematics
Type: BOOK - Published: 2020-05-15 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book covers not only foundational materials but also the most recent progresses made during the past few years on the area of machine learning algorithms.