H-index 13

Foundations and Trends in Machine Learning

1935-8237

Published by: Now Publishers

https://www.nowpublishers.com/MAL

H-index 13

Ranking & Metrics

Discipline name	Position	Best Scientists	Publications	D-Index
Computer Science	526	32	11	11

Additional Metrics

Number of Best Scientists*: 37

Documents by Best Scientists*: 14

Top 100 Ranked Scientists*: 5

SCIMAGO H-index: 42

SCIMAGO SJR: 22.797

Impact Factor: 25.4

Top Publications

Advances and open problems in federated learning

Peter Kairouz;H. Brendan McMahan;Brendan Avent;Aurélien Bellet
(2021)

1189 Citations
Graph Neural Networks for Natural Language Processing: A Survey

(2023)

271 Citations
Dynamical Variational Autoencoders: A Comprehensive Review

Laurent Girin;Simon Leglaive;Xiaoyu Bie;Julien Diard
(2020)

247 Citations
Spectral Methods for Data Science: A Statistical Perspective

Yuxin Chen;Yuejie Chi;Jianqing Fan;Cong Ma
(2021)

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

Ljubisa Stankovic;Danilo P. Mandic;Milos Dakovic;Milos Brajovic
(2020)

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

Ljubisa Stankovic;Danilo P. Mandic;Milos Dakovic;Milos Brajovic
(2020)

33 Citations
Data Analytics on Graphs Part II: Signals on Graphs

Ljubisa Stankovic;Danilo P. Mandic;Milos Dakovic;Milos Brajovic
(2020)

32 Citations
Automated Deep Learning: Neural Architecture Search Is Not the End

(2021)

24 Citations
Tensor Regression

(2023)

22 Citations
Introduction to Riemannian Geometry and Geometric Statistics: From Basic Theory to Implementation with Geomstats

(2023)

17 Citations

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