Concepedia

Xavier Glorot

XG

Statistics

Publications

18

Citations

29K

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 machine learning, engineering, and deep learning.

Top concepts

EngineeringMachine LearningData ScienceDeep LearningComputer ScienceMachine VisionComputer VisionImage AnalysisKnowledge DiscoveryPattern Recognition

Publications per year

2010–2021

18

Publications

18

Understanding the difficulty of training deep feedforward neural networks

Xavier Glorot, Yoshua Bengio · 2010 · 12.6K citations

Deep Sparse Rectifier Neural Networks

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

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

Artificial Intelligence, Engineering, Machine Learning +18

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 · 2.5K citations

Convolutional Neural Network, Ocular Disease, Engineering +10

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

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

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