书目名称 | Recent Trends in Learning From Data |
副标题 | Tutorials from the I |
编辑 | Luca Oneto,Nicolò Navarin,Davide Anguita |
视频video | |
概述 | Gathers tutorials from the 2019 INNS Big Data and Deep Learning Conference.Describes cutting-edge AI-based tools and applications.Offers essential guidance on the design and analysis of advanced AI-ba |
丛书名称 | Studies in Computational Intelligence |
图书封面 |  |
描述 | This book offers a timely snapshot and extensive practical and theoretical insights into the topic of learning from data. Based on the tutorials presented at the INNS Big Data and Deep Learning Conference, INNSBDDL2019, held on April 16-18, 2019, in Sestri Levante, Italy, the respective chapters cover advanced neural networks, deep architectures, and supervised and reinforcement machine learning models. They describe important theoretical concepts, presenting in detail all the necessary mathematical formalizations, and offer essential guidance on their use in current big data research. |
出版日期 | Book 2020 |
关键词 | Deep Learning for Graphs; Feedforward neural networks; Applications of tensor decomposition; Continual |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-030-43883-8 |
isbn_softcover | 978-3-030-43885-2 |
isbn_ebook | 978-3-030-43883-8Series ISSN 1860-949X Series E-ISSN 1860-9503 |
issn_series | 1860-949X |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |