Picture for Serge Kas Hanna

Serge Kas Hanna

Approximate Gradient Coding for Privacy-Flexible Federated Learning with Non-IID Data

Add code
Apr 04, 2024
Viaarxiv icon

Fast and Straggler-Tolerant Distributed SGD with Reduced Computation Load

Add code
Apr 17, 2023
Viaarxiv icon

Adaptive Stochastic Gradient Descent for Fast and Communication-Efficient Distributed Learning

Add code
Aug 04, 2022
Figure 1 for Adaptive Stochastic Gradient Descent for Fast and Communication-Efficient Distributed Learning
Figure 2 for Adaptive Stochastic Gradient Descent for Fast and Communication-Efficient Distributed Learning
Figure 3 for Adaptive Stochastic Gradient Descent for Fast and Communication-Efficient Distributed Learning
Figure 4 for Adaptive Stochastic Gradient Descent for Fast and Communication-Efficient Distributed Learning
Viaarxiv icon

Adaptive Distributed Stochastic Gradient Descent for Minimizing Delay in the Presence of Stragglers

Add code
Feb 25, 2020
Figure 1 for Adaptive Distributed Stochastic Gradient Descent for Minimizing Delay in the Presence of Stragglers
Figure 2 for Adaptive Distributed Stochastic Gradient Descent for Minimizing Delay in the Presence of Stragglers
Figure 3 for Adaptive Distributed Stochastic Gradient Descent for Minimizing Delay in the Presence of Stragglers
Viaarxiv icon