Picture for Frank Po-Chen Lin

Frank Po-Chen Lin

Differential Privacy in Hierarchical Federated Learning: A Formal Analysis and Evaluation

Add code
Jan 21, 2024
Viaarxiv icon

Delay-Aware Hierarchical Federated Learning

Add code
Mar 23, 2023
Viaarxiv icon

Resource-Efficient and Delay-Aware Federated Learning Design under Edge Heterogeneity

Add code
Jan 03, 2022
Figure 1 for Resource-Efficient and Delay-Aware Federated Learning Design under Edge Heterogeneity
Viaarxiv icon

Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling

Add code
Sep 12, 2021
Figure 1 for Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling
Figure 2 for Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling
Figure 3 for Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling
Figure 4 for Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling
Viaarxiv icon

Two Timescale Hybrid Federated Learning with Cooperative D2D Local Model Aggregations

Add code
Mar 18, 2021
Figure 1 for Two Timescale Hybrid Federated Learning with Cooperative D2D Local Model Aggregations
Figure 2 for Two Timescale Hybrid Federated Learning with Cooperative D2D Local Model Aggregations
Figure 3 for Two Timescale Hybrid Federated Learning with Cooperative D2D Local Model Aggregations
Figure 4 for Two Timescale Hybrid Federated Learning with Cooperative D2D Local Model Aggregations
Viaarxiv icon

Federated Learning with Communication Delay in Edge Networks

Add code
Aug 21, 2020
Figure 1 for Federated Learning with Communication Delay in Edge Networks
Figure 2 for Federated Learning with Communication Delay in Edge Networks
Figure 3 for Federated Learning with Communication Delay in Edge Networks
Viaarxiv icon