Arthur Jacot

8

Papers

29

Total Citations

1

Affiliations

Affiliations

EPFL

Papers (8)

Implicit bias of SGD in $L_2$-regularized linear DNNs: One-way jumps from high to low rank

How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learning

Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning

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

Feature Learning in $L_2$-regularized DNNs: Attraction/Repulsion and Sparsity

Bottleneck Structure in Learned Features: Low-Dimension vs Regularity Tradeoff

Neural Tangent Kernel: Convergence and Generalization in Neural Networks

Kernel Alignment Risk Estimator: Risk Prediction from Training Data