conftrace_

federated averaging

12 papers

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Co-occurring keywords

federated learning (1333) convergence analysis (395) local sgd (17) heterogeneous datum (119) communication efficiency (297) stochastic gradient descent (1091) local stochastic gradient descent (5) iterate bia (1) client fine-tuning (1) class distribution (21)

Papers

Class-Wise Federated Averaging for Efficient Personalization ICCV 2025
Communication-Efficient Federated Learning With Data and Client Heterogeneity AISTATS 2024
On the Role of Server Momentum in Federated Learning AAAI 2024
Federated Asymptotics: a model to compare federated learning algorithms AISTATS 2023
On the Convergence of Federated Averaging with Cyclic Client Participation ICML 2023
Iterated Vector Fields and Conservatism, with Applications to Federated Learning ALT 2022
FedAvg with Fine Tuning: Local Updates Lead to Representation Learning NIPS 2022
A Unified Analysis of Federated Learning with Arbitrary Client Participation NIPS 2022
Sharp Bounds for Federated Averaging (Local SGD) and Continuous Perspective AISTATS 2022
Communication-Efficient Agnostic Federated Averaging INTERSPEECH 2021
Distributionally Robust Federated Averaging NIPS 2020
A Unified Theory of Decentralized SGD with Changing Topology and Local Updates ICML 2020