Contributions to Federated Learning and First-Order Optimization

Aymeric Dieuleveut (1)

1 CMAP - Centre de Mathématiques Appliquées - Ecole Polytechnique

Mots clés: stochastic approximation; first-order optimization; federated learning; compression; performance estimation

Mots clés: Approximation Stochastique; Compression; Estimation de performance; Optimisation premier ordre; Apprentissage fédéré

Domaines: Statistiques [math.ST]; Machine Learning [stat.ML]

Aymeric Dieuleveut. Contributions to Federated Learning and First-Order Optimization. Statistics [math.ST]. Institut Polytechnique de Paris, 2023. ⟨tel-04554829⟩