Tensor Networks for Dimensionality Reduction an. Cichocki, Andrzej PF.#*= Tania okazja, prawdziwa?

Tensor Networks for Dimensionality Reduction an. Cichocki, Andrzej PF.#*= Tania okazja, prawdziwa?

Networks Tensor fachowe i poradniki Książki naukowe Książki i czasopisma bagad-beuzeg.com correligionist12-qsn5o48k2 235zł btkaU11595 Tensor Networks for Dimensionality Reduction an. Cichocki, Andrzej PF.#*= Tania okazja, prawdziwa? Tensor Networks for Dimensionality Reduction an. Cichocki, Andrzej PF.#*= Tania okazja, prawdziwa? Reduction an. Cichocki, Andrzej PF.#*= Dimensionality for Networks Tensor PF.#*= Andrzej Cichocki, an. Reduction Dimensionality for Networks Tensor fachowe i poradniki Książki naukowe Książki i czasopisma bagad-beuzeg.com correligionist12-qsn5o48k2 235zł btkaU11595 Tensor Networks for Dimensionality Reduction an. Cichocki, Andrzej PF.#*= Tania okazja, prawdziwa? Tensor Networks for Dimensionality Reduction an. Cichocki, Andrzej PF.#*= Tania okazja, prawdziwa? Reduction an. Cichocki, Andrzej PF.#*= Dimensionality for Networks Tensor PF.#*= Andrzej Cichocki, an. Reduction Dimensionality for Networks Tensor fachowe i poradniki Książki naukowe Książki i czasopisma

Tensor Networks for Dimensionality Reduction an. Cichocki, Andrzej PF.#*= Tania okazja, prawdziwa?

235zł Tensor Networks for Dimensionality Reduction an. Cichocki, Andrzej PF.#*= | Books, Comics & Magazines, Textbooks, Education & Reference, Adult Learning & University Tania okazja, prawdziwa? Książki i czasopisma,Książki naukowe, fachowe i poradniki bagad-beuzeg.com correligionist12-qsn5o48k2

Tensor Networks for Dimensionality Reduction an. Cichocki, Andrzej PF.#*= Tania okazja, prawdziwa?

Parametry przedmiotu

Stan: Nowy: Nowa, nieczytana, nieużywana książka w idealnym stanie, wszystkie strony, bez uszkodzeń. Aby poznać ... Dowiedz się więcejo stanie przedmiotu Author: Ivan Oseledets, Qibin Zhao, Namgil Lee, Anh-Huy Phan, Danilo P. Mandic, Andrzej Cichocki
Publisher: Now Publishers INC International Concepts PublishedOn: 2016-12
ISBN: 9781680832228 EAN: 9781680832228
Publication Year: 2016 Type: Textbook
Format: Paperback Language: English
Publication Name: Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions Item Height: 234mm
Item Width: 156mm Subject: Computer Science
Item Weight: 283g Number of Pages: 196 Pages

O tym produkcie

Product Information
Modern applications in engineering and data science are increasingly based on multidimensional data of exceedingly high volume, variety, and structural richness. However, standard machine learning and data mining algorithms typically scale exponentially with data volume and complexity of cross-modal couplings - the so called curse of dimensionality - which is prohibitive to the analysis of such large-scale, multi-modal and multi-relational datasets. Given that such data are often conveniently represented as multiway arrays or tensors, it is therefore timely and valuable for the multidisciplinary machine learning and data analytic communities to review tensor decompositions and tensor networks as emerging tools for dimensionality reduction and large scale optimization. This monograph provides a systematic and example-rich guide to the basic properties and applications of tensor network methodologies, and demonstrates their promise as a tool for the analysis of extreme-scale multidimensional data. It demonstrates the ability of tensor networks to provide linearly or even super-linearly, scalable solutions. The low-rank tensor network framework of analysis presented in this monograph is intended to both help demystify tensor decompositions for educational purposes and further empower practitioners with enhanced intuition and freedom in algorithmic design for the manifold applications. In addition, the material may be useful in lecture courses on large-scale machine learning and big data analytics, or indeed, as interesting reading for the intellectually curious and generally knowledgeable reader.
Product Identifiers
PublisherNow Publishers INC International Concepts
ISBN-139781680832228
eBay Product ID (ePID)232706783
Product Key Features
AuthorIvan Oseledets, Qibin Zhao, Namgil Lee, Anh-Huy Phan, Danilo P. Mandic, Andrzej Cichocki
Publication NameTensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions
FormatPaperback
LanguageEnglish
SubjectComputer Science
Publication Year2016
TypeTextbook
Number of Pages196 Pages
Dimensions
Item Height234mm
Item Width156mm
Item Weight283g
Additional Product Features
Series TitleFoundations and Trends (R) in Machine Learning
Country/Region of ManufactureUnited States