Recent Trends in Learning from Data: Tutorials from the Inns Big Data and Deep Learning Conference (Innsbddl2019)

By Luca Oneto

Book Overview

Introduction: Recent Trends in Learning From Data.- Learned data structures.- Deep Randomized Neural Networks.- Tensor Decompositions and Practical Applications.- Deep learning for graphs.- Limitations of Shallow Networks.- Fairness in Machine Learning.- Online Continual Learning on Sequences.

• Format: Paperback
• Language: English
• ISBN: 3030438856
• ISBN13: 9783030438852
• Release Date: April 2021
• Publisher: Springer
• Length: 221 Pages
• Weight: 0.73 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"