Machine learning : from the classics to deep networks, transformers, and diffusion models

著者

• Theodoridis, Sergios

書誌事項

Machine learning : from the classics to deep networks, transformers, and diffusion models

Sergios Theodoridis

Academic Press, an imprint of Elsevier, [2026] , , c2026

3rd edition

注記

Content Type: text (ncrcontent), Media Type: unmediated (ncrmedia), Carrier Type: volume (ncrcarrier)

Previous edition: London : Academic Press , c2020

Includes bibliographical references and index

• NII書誌ID(NCID): BD12458952
• ISBN:
  • 9780443292385
• 出版国コード: uk
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: London ; San Diego, Calif.
• ページ数/冊数: xxx, 1190 pages
• 大きさ: 24 cm
• 分類:
  • DC23 : 006.31
  • LCC : Q325.5
• 件名:
  • LCSH : Bayesian statistical decision theory
  • LCSH : Machine learning -- Mathematical models
  • LCSH : Deep learning (Machine learning)
  • LCSH : Mathematical optimization
  • LCSH : Pattern perception
  • LCSH : Neural networks (Computer science)