Local Methods with Adaptivity via Scaling

Local Methods with Adaptivity via Scaling

2 June 2024

Saveliy Chezhegov

Nikolas Khachaturov

Aleksandr Beznosikov

Yaroslav Kholodov

Alexander Gasnikov

Papers citing "Local Methods with Adaptivity via Scaling"

4 / 4 papers shown

Title
FedPeWS: Personalized Warmup via Subnetworks for Enhanced Heterogeneous Federated Learning Nurbek Tastan Samuel Horváth Martin Takáč Karthik Nandakumar FedML 59 0 0 03 Oct 2024
Optimal Gradient Sliding and its Application to Distributed Optimization Under Similarity D. Kovalev Aleksandr Beznosikov Ekaterina Borodich Alexander Gasnikov G. Scutari 36 12 0 30 May 2022
A Simple Convergence Proof of Adam and Adagrad Alexandre Défossez Léon Bottou Francis R. Bach Nicolas Usunier 56 143 0 05 Mar 2020
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization Amirhossein Reisizadeh Aryan Mokhtari Hamed Hassani Ali Jadbabaie Ramtin Pedarsani FedML 174 763 0 28 Sep 2019