Variational Bayesian Learning Theory pdf epub mobi txt 電子書 下載 2024


Variational Bayesian Learning Theory

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Shinichi Nakajima
Cambridge University Press
2019-8-22
558
USD 160.00
Hardcover
9781107076150

圖書標籤: 機器學習  Machine_Learning  統計學  Bayesian   


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发表于2024-12-23

Variational Bayesian Learning Theory epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Variational Bayesian Learning Theory epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Variational Bayesian Learning Theory pdf epub mobi txt 電子書 下載 2024



圖書描述

Designed for researchers and graduate students in machine learning, this book introduces the theory of variational Bayesian learning, a popular machine learning method, and suggests how to make use of it in practice. Detailed derivations allow readers to follow along without prior knowledge of the specific mathematical techniques.

Variational Bayesian Learning Theory 下載 mobi epub pdf txt 電子書

著者簡介

Shinichi Nakajima is a senior researcher at Technische Universität Berlin. His research interests include the theory and applications of machine learning, and he has published papers at numerous conferences and in journals such as the Journal of Machine Learning Research, the Machine Learning Journal, Neural Computation, and IEEE Transactions on Signal Processing. He currently serves as an area chair for NIPS and an action Editor for Digital Signal Processing.

Kazuho Watanabe is a lecturer at Toyohashi University of Technology. His research interests include statistical machine learning and information theory, and he has published papers at numerous conferences and in journals such as the Journal of Machine Learning Research, the Machine Learning Journal, IEEE Transactions on Information Theory, and IEEE Transactions on Neural Networks and Learning Systems.

Masashi Sugiyama is Director of the RIKEN Center for Advanced Intelligence Project and Professor of Complexity Science and Engineering at the University of Tokyo. His research interests include the theory, algorithms, and applications of machine learning. He has written several books on machine learning, including Density Ratio Estimation in Machine Learning (Cambridge, 2012). He served as program co-chair and general co-chair of the NIPS conference in 2015 and 2016, respectively, and received the Japan Academy Medal in 2017.


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Variational Bayesian Learning Theory pdf epub mobi txt 電子書 下載
想要找書就要到 小哈圖書下載中心
立刻按 ctrl+D收藏本頁
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