Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Optimization Algorithms for Distributed Machine Learning

Optimization Algorithms for Distributed Machine Learning

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031190674
Condition
New
Product Description

This book discusses state-of-the-art stochastic optimization algorithms for distributed machine learning and analyzes their convergence speed. The book first introduces stochastic gradient descent (SGD) and its distributed version, synchronous SGD, where the task of computing gradients is divided across several worker nodes. The author discusses several algorithms that improve the scalability and communication efficiency of synchronous SGD, such as asynchronous SGD, local-update SGD, quantized and sparsified SGD, and decentralized SGD. For each of these algorithms, the book analyzes its error versus iterations convergence, and the runtime spent per iteration. The author shows that each of these strategies to reduce communication or synchronization delays encounters a fundamental trade-off between error and runtime.

Available Colors
Available Sizes
1 Offer Price Range: $34.99 - $34.99
BEST PRICE

Single Product Purchase

$31.50
@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$34.99 $34.99

10% OFF
This deals requires coupon Get Code Here
$31.50
See Site In stock Visit Store

Similar Products

Fingernail Biting

$39.99

Essentials of Cemented Knee Arthroplasty

$139.99

Bercksichtigung strukturschwacher Verdichtungsgebiete in der regionalen Wirtschaftsfrderung

$59.99

Scholastic In My Language Stickers Baby Clothes Korean

$44.25

Advances in Information and Computer Security

$39.99

Thrombolysis in Pulmonary Embolism

$109.99

Industrial Aviation Management

$159.99

All The Bright Places By Jennifer Niven

$10.99

Softwareentwicklung fr R/3

$79.99

Europe Beyond Universalism and Particularism

$54.99

Economic Theory and the Construction Industry

$84.99

Geschichte in Bildern

$44.99

Noncompact Lie Groups and Some of Their Applications

$39.99

High Temperature Alloys for Gas Turbines 1982

$329.99

Mit dem Leben Schritt halten

$74.99

Der Einfluss wohlfahrtsstaatlicher Institutionen auf rechtsextreme Einstellungen

$69.99

Medizinisch = chemische Bestimmungsmethoden

$84.99

New Work

$34.99

Advances in Information Retrieval

$54.99

Intercultural Cities

$99.00

A Geography of Public Relations Trends

$54.99

The Physiology of Synapses

$109.99

Macroeconomic Theories and Policies for the 1990s

$54.99

Mathematical Encounters of the Second Kind

$34.99

Methods and Applications of Algorithmic Complexity

$179.99

Capitals of Punk

$19.99

Rapid Manufacturing

$109.00

The Research Report on Application of Low-carbon Technology in Expo 2010 Shanghai

$109.99

Digital Leadership, Agile Change and the Emotional Organization

$99.99

International Research on Education for Sustainable Development in Early Childhood

$119.00

Religion and China's Welfare Regimes

$129.99

Advances in Cryptology ASIACRYPT 2019

$39.99

Cortical Sensory Organization

$109.99

Life among the Ruins

$59.99

Extending Oracle Application Express with Oracle Cloud Features

$59.99

Non-Bayesian Decision Theory

$109.99

Das ganze Leben Reprsentationen von Arbeit in Texten ber Kindheit und Jugend

$84.99

Descriptive Topology and Functional Analysis

$109.99

Pro Oracle SQL

$64.99

Nachhaltiges Gelingen strategischer Allianzen

$49.99