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

Unsupervised Domain Adaptation

Unsupervised Domain Adaptation

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9789819710249
Condition
New
Product Description

Unsupervised domain adaptation (UDA) is a challenging problem in machine learning where the model is trained on a source domain with labeled data and tested on a target domain with unlabeled data. In recent years, UDA has received significant attention from the research community due to its applicability in various real-world scenarios. This book provides a comprehensive review of state-of-the-art UDA methods and explores new variants of UDA that have the potential to advance the field. The book begins with a clear introduction to the UDA problem and is mainly organized into four technical sections, each focused on a specific piece of UDA research. The first section covers criterion optimization-based UDA, which aims to learn domain-invariant representations by minimizing the discrepancy between source and target domains. The second section discusses bi-classifier adversarial learning-based UDA, which creatively leverages adversarial learning by conducting a minimax game between the feature extractor and two task classifiers. The third section introduces source-free UDA, a novel UDA setting that does not require any raw data from the source domain. The fourth section presents active learning for UDA, which combines domain adaptation and active learning to reduce the amount of labeled data needed for adaptation. This book is suitable for researchers, graduate students, and practitioners who are interested in UDA and its applications in various fields, primarily in computer vision. The chapters are authored by leading experts in the field and provide a comprehensive and in-depth analysis of the current UDA methods and new directions for future research. With its broad coverage and cutting-edge research, this book is a valuable resource for anyone looking to advance their knowledge of UDA.

Available Colors
Available Sizes
1 Offer Price Range: $149.00 - $149.00
BEST PRICE

Single Product Purchase

$149.00
@ Link.springer.com     BUY Now

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
$149.00 $149.00

$149.00
See Site In stock Visit Store

Similar Products

Bioethanol: A Green Energy Substitute for Fossil Fuels

$199.99

SAP ABAP Objects

$54.99

Programming Multi-Agent Systems

$54.99

My First I Can Read! - Little Critter: Just a Special Day

$2.99

My Fate According to the Butterfly: 6-Book Set

$30.95

The Changing Business Landscape of Romania

$84.99

Strukturdynamik

$54.99

Hydatidosis of the Central Nervous System: Diagnosis and Treatment

$109.99

Distance Learning

$109.99

Skandal Massenarbeitslosigkeit

$59.99

Mediaplanung

$54.99

Recent Developments in Sustainable Infrastructure

$229.00

Climate Change and Human Adaptation in India

$169.99

The Ecologies of Amateur Theatre

$44.99

Cardiovascular Research

$109.99

Supermassive Black Holes in the Distant Universe

$109.99

Making Global Health Care Innovation Work

$54.99

Cyclic Homology

$159.99

Plane Waves and Spherical Means

$54.99

Entscheidungsorientiertes Rechnungswesen mit Daten- und Methodenbanken

$69.99

Disturbance Ecology

$84.99

Soils and Foundations for Architects and Engineers

$169.99

Shakespeare on the Arabian Peninsula

$119.99

Marktorientierte Unternehmensplanung

$17.99

Advanced Arthroscopy

$39.99

Handbuch Kultursoziologie

$159.99

Influence of Economic Instability on Health

$54.99

Formation of the African Methodist Episcopal Church in the Nineteenth Century

$109.99

Endoscopic Oncology

$89.00

Smart Success

$44.99

Doing the Impossible

$54.99

Die Analyse von Wettbewerbsbeziehungen mit Scannerdaten

$59.99

Natural Language Understanding and Intelligent Applications

$109.99

Interactive Storytelling

$84.99

Black Mens Health

$99.99

Anamnese - Untersuchung - Diagnostik

$44.99

Imagined Futures

$59.99

Zerspantechnik Teil I

$49.99

Reactor Dosimetry

$54.99

Statistical Distributions in Scientific Work

$219.99