Foundations and Trends® in Machine Learning
Latest Publications

TOTAL DOCUMENTS

52
(FIVE YEARS 10)

H-INDEX

32
(FIVE YEARS 1)

Published By Now Publishers

1935-8245, 1935-8237
Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Tensor Regression

2021 ◽  
Vol 14 (4) ◽  
pp. 379-565
Author(s):  
Jiani Liu ◽  
Ce Zhu ◽  
Zhen Long ◽  
Yipeng Liu
Keyword(s):  
Tensor Regression

scholarly journals Dynamical Variational Autoencoders: A Comprehensive Review

2021 ◽  
Vol 15 (1-2) ◽  
pp. 1-175
Author(s):  
Laurent Girin ◽  
Simon Leglaive ◽  
Xiaoyu Bie ◽  
Julien Diard ◽  
Thomas Hueber ◽  
...  
Keyword(s):  
Comprehensive Review

scholarly journals Advances and Open Problems in Federated Learning

2021 ◽  
Vol 14 (1) ◽  
Author(s):  
Edited by: Peter Kairouz ◽  
H. Brendan McMahan
Keyword(s):  
Open Problems

scholarly journals Spectral Methods for Data Science: A Statistical Perspective

2021 ◽  
Vol 14 (5) ◽  
pp. 566-806
Author(s):  
Yuxin Chen ◽  
Yuejie Chi ◽  
Jianqing Fan ◽  
Cong Ma
Keyword(s):  
Spectral Methods ◽  
Data Science

scholarly journals Minimum-Distortion Embedding

2021 ◽  
Vol 14 (3) ◽  
pp. 211-378 ◽  
Author(s):  
Akshay Agrawal ◽  
Alnur Ali ◽  
Stephen Boyd
Keyword(s):  
Minimum Distortion

Data Analytics on Graphs Part II: Signals on Graphs

2020 ◽  
Vol 13 (2-3) ◽  
pp. 158-331
Author(s):  
Ljubiša Stanković ◽  
Danilo Mandic ◽  
Miloš Daković ◽  
Miloš Brajović ◽  
Bruno Scalzo ◽  
...  
Keyword(s):  
Data Analytics

Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications

2020 ◽  
Vol 13 (4) ◽  
pp. 332-530
Author(s):  
Ljubiša Stanković ◽  
Danilo Mandic ◽  
Miloš Daković ◽  
Miloš Brajović ◽  
Bruno Scalzo ◽  
...  
Keyword(s):  
Machine Learning ◽  
Data Analytics ◽  
Graph Topology

scholarly journals Graph Kernels: State-of-the-Art and Future Challenges

2020 ◽  
Vol 13 (5-6) ◽  
pp. 531-712
Author(s):  
Karsten Borgwardt ◽  
Elisabetta Ghisu ◽  
Felipe Llinares-López ◽  
Leslie O’Bray ◽  
Bastian Rieck
Keyword(s):  
State Of The Art ◽  
Graph Kernels ◽  
Future Challenges

Data Analytics on Graphs Part I: Graphs and Spectra on Graphs

2020 ◽  
Vol 13 (1) ◽  
pp. 1-157
Author(s):  
Ljubiša Stanković ◽  
Danilo Mandic ◽  
Miloš Daković ◽  
Miloš Brajović ◽  
Bruno Scalzo ◽  
...  
Keyword(s):  
Data Analytics
Load More ...
Sign in / Sign up

Export Citation Format

Share Document