Benjamin Dupuis | DeepAI

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Featured Co-authors

Umut Şimşekli
51 publications
George Deligiannidis
31 publications
Arthur Jacot
15 publications

research

∙ 02/06/2023

Generalization Bounds with Data-dependent Fractal Dimensions

Providing generalization guarantees for modern neural networks has been ...

0 Benjamin Dupuis, et al. ∙

research

∙ 06/10/2021

DNN-Based Topology Optimisation: Spatial Invariance and Neural Tangent Kernel

We study the SIMP method with a density field generated by a fully-conne...

0 Benjamin Dupuis, et al. ∙