Skip to content
conftrace_

heterogeneous setting

5 papers

Explore in graph

Co-occurring keywords · papers mentioning both

federated learning (3) multi-level compositional optimization (1) tensor aggregation (1) jacobian-vector product estimator (1) inter-client deviation (1) decentralized federated learning (1) communication round (1) linear speedup (1) personalized learning (1) worker heterogeneity (1)

Papers

NTK-DFL: Enhancing Decentralized Federated Learning in Heterogeneous Settings via Neural Tangent Kernel ICML 2025 Tensor-aggregated LoRA in Federated Fine-tuning ICCV 2025 A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings NeurIPS 2024 A Doubly Recursive Stochastic Compositional Gradient Descent Method for Federated Multi-Level Compositional Optimization ICML 2024 AsGrad: A Sharp Unified Analysis of Asynchronous-SGD Algorithms AISTATS 2024