Description: Transfer Learning Through Embedding Spaces, Hardcover by Rostami, Mohammad, ISBN 0367699052, ISBN-13 9780367699055, Like New Used, Free shipping in the US "In this book, we provide a brief background on transfer learning and then focus on the idea of transferring knowledge through intermediate embedding spaces. The idea is to couple and relate different learning through embedding spaces that encode task-level relations and similarities. We cover various machine learning scenarios and demonstrate that this idea can be used to overcome challenges of zero-shot learning, few-shot learning, domain adaptation, continual learning, lifelong learning, and collaborative learning"--
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Publisher: CRC Press LLC
Book Title: Transfer Learning Through Embedding Spaces
Publication Year: 2021
Topic: General
Number of Pages: 224 Pages
Language: English
Illustrator: Yes
Genre: Science
Author: Mohammed Rostami
Format: Hardcover
