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Citations per year
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Cited by
All
Since 2019
Citations
27
27
h-index
3
3
i10-index
1
1
0
10
5
2021
2022
2023
2024
1
7
10
9
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Antoine Bodin
EPFL
Verified email at epfl.ch -
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Machine Learning
Statistical Physics
Random Matrix
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Year
Model, sample, and epoch-wise descents: exact solution of gradient flow in the random feature model
A Bodin, N Macris
35th Conference on Neural Information Processing Systems (NeurIPS 2021)
, 2021
13
2021
Gradient flow on extensive-rank positive semi-definite matrix denoising
A Bodin, N Macris
2023 IEEE Information Theory Workshop (ITW)
, 2023
6
2023
Rank-one matrix estimation: analytic time evolution of gradient descent dynamics
A Bodin, N Macris
Thirty Fourth Conference on Learning Theory (COLT) 134, 635-678
, 2021
6
2021
Gradient flow in the gaussian covariate model: exact solution of learning curves and multiple descent structures
A Bodin, N Macris
arXiv preprint arXiv:2212.06757
, 2022
2
2022
Random matrix methods for high-dimensional machine learning models
APM Bodin
EPFL
, 2024
2024
Systems and methods for integration of disparate data feeds for unified data monitoring
US Patent US11227288B1
, 2019
2019
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