Loucas Pillaud-Vivien

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Loucas Pillaud-Vivien

Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs

Last iterate convergence of SGD for Least-Squares in the Interpolation regime

Implicit Bias of SGD for Diagonal Linear Networks: a Provable Benefit of Stochasticity

Last iterate convergence of SGD for Least-Squares in the Interpolation regime

Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs

Implicit Bias of SGD for Diagonal Linear Networks: a Provable Benefit of Stochasticity