Concepedia

Xavier Glorot

XG

Statistics

Publications

18

Citations

29.3K

H-Index

16

Active since

2010

Affiliations

Université de Montréal(Current)

Google (United States)

Google DeepMind (United Kingdom)

Université de Technologie de Compiègne

Heuristics and Diagnostics for Complex Systems

Xavier Glorot is an author at Université de Montréal specializing in computing, computer science, and machine learning.

Publications per year

2010–2021

18

Publications

18

Understanding the difficulty of training deep feedforward neural networks

Xavier Glorot, Yoshua Bengio · 2010 · 12.7K citations

Computing, Computer Science, Artificial Intelligence +13

Deep Sparse Rectifier Neural Networks

Xavier Glorot, Antoine Bordes, Yoshua Bengio · 2012 · 5.4K citations

Computing, Computer Science, Machine Learning +8

beta-VAE: Learning Basic Visual Concepts with a Constrained Variational Framework

Irina Higgins, Löıc Matthey, Arka Pal et al. · International Conference on Learning Representations · 2017 · 3.1K citations

Computing, Computer Science, Computer Vision +16

Clinically applicable deep learning for diagnosis and referral in retinal disease

Jeffrey De Fauw, Joseph R. Ledsam, Bernardino Romera‐Paredes et al. · Nature Medicine · 2018 · 2.6K citations

Medicine, Computer Science, Ophthalmology +14

Domain adaptation for large-scale sentiment classification: A deep learning approach

Xavier Glorot, Antoine Bordes, Yoshua Bengio · 2011 · 1.6K citations

Computing, Computer Science, Machine Learning +15

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