conftrace_

local training

11 papers

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Also known as

LT

Co-occurring keywords · papers mentioning both

federated learning (9) client-server architecture (2) communication efficiency (2) model aggregation (2) distributed learning (2) catastrophic forgetting (2) gradient manipulation (1) positive label (1) geometric regularizer (1) class spreadout (1)

Papers

PPFL: A Parameter Behavior-Driven Plug-in Personalization Engine for Federated Learning AAAI 2026 FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization AAAI 2025 LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression ICLR 2025 FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning CVPR 2024 Can 5th Generation Local Training Methods Support Client Sampling? Yes! AISTATS 2023 Federated Learning for Commercial Image Sources WACV 2023 Federated Learning from Small Datasets ICLR 2023 LeadFL: Client Self-Defense against Model Poisoning in Federated Learning ICML 2023 Acceleration of Federated Learning with Alleviated Forgetting in Local Training ICLR 2022 Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning NeurIPS 2022 Federated Learning with Only Positive Labels ICML 2020