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Avatar for Gabriel Peyré

Gabriel Peyré

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Decks

The mathematics of transformers
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86
Computational OT #4 - Gradient flow and diffusion models
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820
Computational OT #3 - Dual and semidiscrete
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290
Computational OT #2 - Entropic regularization
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440
Computational OT #1 - Monge and Kantorovitch
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910
Optimal and Diffusion Transports in Machine Learning
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2.2k
The Mathematics of AI
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1
2.4k
Transformers are Universal in Context Learners
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980
Ground Metric Learning with applications in genomics
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770
Generative AI - practice and theory
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2
1.3k
10-ot-generic-bio.pdf
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2
530
Conservation Laws for Gradient Flows
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2
1.5k
The Mathematics of Neural Networks
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4
5.5k
On the Training of Infinitely Deep and Wide ResNets
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1
810
2022-09-14-epfl-ot-ml.pdf
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1
940
Smooth Bilevel Programming for Sparse Regularization
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0
780
A Schrödinger Tour of Data Sciences
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0
490
A Schrödinger Tour of Data Sciences
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1
1.5k

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