Gwen Legate's repositories
GuidingLastLayerFLPretrain
Code for our paper "Guiding The Last Layer in Federated Learning with Pre-Trained Models"
femnist-dataset-PyTorch
A custom PyTorch dataset class for the federated learning femnist dataset
Federated-Learning-in-PyTorch
Handy PyTorch implementation of Federated Learning (for your painless research)
open_lth
A repository in preparation for open-sourcing lottery ticket hypothesis code.
DistributionsForFL
Code implementations for splitting datasets for federated learning
Re-WeightedSoftmaxCross-EntropyForFL
Implementation of our paper Re-Weighted Softmax Cross-Entropy to Control Forgetting in Federated Learning
supsup
Code for "Supermasks in Superposition"
HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients
[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients
NIID-Bench
Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
feddst
Federated Dynamic Sparse Training
TorchMPS
PyTorch toolbox for matrix product state models
COMP472Assignment
COMP 472: AI Assignments