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Kimon Antonakopoulos

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https://people.epfl.ch/kimon.antonakopoulos

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Kimon Antonakopoulos

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On the Generalization of Stochastic Gradient Descent with Momentum

Improving SAM Requires Rethinking its Optimization Formulation

Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization

On the Generalization of Stochastic Gradient Descent with Momentum

Improving SAM Requires Rethinking its Optimization Formulation

Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization