Lazily aggregated quantized gradient innovation for communication-efficient federated learning

J Sun, T Chen, GB Giannakis, Q Yang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper focuses on communication-efficient federated learning problem, and develops a
novel distributed quantized gradient approach, which is characterized by adaptive …

Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning

J Sun, T Chen, GB Giannakis, Q Yang… - IEEE Transactions on …, 2022 - experts.umn.edu
This paper focuses on communication-efficient federated learning problem, and develops a
novel distributed quantized gradient approach, which is characterized by adaptive …

Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning.

J Sun, T Chen, GB Giannakis, Q Yang… - IEEE Transactions on …, 2022 - europepmc.org
This paper focuses on communication-efficient federated learning problem, and develops a
novel distributed quantized gradient approach, which is characterized by adaptive …

[PDF][PDF] Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning

J Sun, T Chen, GB Giannakis, Q Yang… - IEEE Transactions on …, 2021 - par.nsf.gov
This paper focuses on communication-efficient federated learning problem, and develops a
novel distributed quantized gradient approach, which is characterized by adaptive …

Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning

J Sun, T Chen, GB Giannakis, Q Yang… - IEEE Transactions on …, 2022 - store.computer.org
This paper focuses on communication-efficient federated learning problem, and develops a
novel distributed quantized gradient approach, which is characterized by adaptive …

Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning

J Sun, T Chen, GB Giannakis… - IEEE transactions on …, 2022 - pubmed.ncbi.nlm.nih.gov
This paper focuses on communication-efficient federated learning problem, and develops a
novel distributed quantized gradient approach, which is characterized by adaptive …

Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning

J Sun, T Chen, GB Giannakis, Q Yang… - IEEE Transactions on …, 2022 - computer.org
This paper focuses on communication-efficient federated learning problem, and develops a
novel distributed quantized gradient approach, which is characterized by adaptive …