GwenLegate

COMP472Assignment

COMP 472: AI Assignments

DistributionsForFL

Code implementations for splitting datasets for federated learning

feddst

Federated Dynamic Sparse Training

Federated-Learning-in-PyTorch

Handy PyTorch implementation of Federated Learning (for your painless research)

FederatedLearningBaselines

femnist-dataset-PyTorch

A custom PyTorch dataset class for the federated learning femnist dataset

GuidingLastLayerFLPretrain

Code for our paper "Guiding The Last Layer in Federated Learning with Pre-Trained Models"

Ift6269-project-ICA

Re-WeightedSoftmaxCross-EntropyForFL

Implementation of our paper Re-Weighted Softmax Cross-Entropy to Control Forgetting in Federated Learning

SOEN490AI

GwenLegate/GuidingLastLayerFLPretrain

Code for our paper "Guiding The Last Layer in Federated Learning with Pre-Trained Models"

GwenLegate/femnist-dataset-PyTorch

A custom PyTorch dataset class for the federated learning femnist dataset

GwenLegate/SOEN490AI

GwenLegate/COMP472Assignment

COMP 472: AI Assignments

GwenLegate/DistributionsForFL

Code implementations for splitting datasets for federated learning

GwenLegate/FederatedLearningBaselines

GwenLegate/Ift6269-project-ICA

GwenLegate/feddst

Federated Dynamic Sparse Training

GwenLegate/Federated-Learning-in-PyTorch

Handy PyTorch implementation of Federated Learning (for your painless research)

GwenLegate/Re-WeightedSoftmaxCross-EntropyForFL

Implementation of our paper Re-Weighted Softmax Cross-Entropy to Control Forgetting in Federated Learning

GwenLegate/HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients

[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients

GwenLegate/hidden-networks

GwenLegate/ml-flair

GwenLegate/NIID-Bench

Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

GwenLegate/open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

GwenLegate/supsup

Code for "Supermasks in Superposition"

GwenLegate/TorchMPS

PyTorch toolbox for matrix product state models