Aristide Baratin

Statistics

Publications

Citations

2.2K

H-Index

Active since

2007

Affiliations

Max Planck Institute for Gravitational Physics(Current)

Max Planck Society

Centre National de la Recherche Scientifique

Université Paris-Saclay

École Polytechnique

Aristide Baratin is an author at Max Planck Institute for Gravitational Physics specializing in machine learning, engineering, and artificial intelligence.

Top concepts

EngineeringMachine LearningArtificial IntelligenceData ScienceDeep LearningComputer ScienceQuantum Field TheoryPhysicsSupervised LearningDeep Neural Networks

Publications per year

2007–2018

Publications

Mutual Information Neural Estimation.

Mohamed Ishmael Belghazi, Aristide Baratin, Sai Rajeshwar et al. · International Conference on Machine Learning · 2018 · 596 citations

Artificial Intelligence, Intelligent Information Processing, Cognitive Science +4

MINE: Mutual Information Neural Estimation

Mohamed Ishmael Belghazi, Aristide Baratin, Sai Rajeswar et al. · arXiv (Cornell University) · 2018 · 303 citations · Full text

Artificial Intelligence, Information Bottleneck, Gradient Descent +12

MINE: Mutual Information Neural Estimation.

Ishmael Belghazi, Sai Rajeswar, Aristide Baratin et al. · arXiv (Cornell University) · 2018 · 218 citations · Full text

Artificial Intelligence, Information Bottleneck, Gradient Descent +12

Group Field Theory with Noncommutative Metric Variables

Aristide Baratin, Daniele Oriti · Physical Review Letters · 2010 · 178 citations · Full text

On the Spectral Bias of Neural Networks

Nasim Rahaman, Aristide Baratin, Devansh Arpit et al. · arXiv (Cornell University) · 2018 · 163 citations · Full text

Spectral Theory, Artificial Intelligence, Spectral Bias +17

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