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mikettmike's Projects

fedala icon fedala

AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning

fedavg icon fedavg

Implement FedAvg algorithm based on Tensorflow

fedbabu icon fedbabu

ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"

fedsage icon fedsage

Code for Subgraph Federated Learning with Missing Neighbor Generation (NeurIPS 2021)

maker icon maker

Source code for the IJCAI 2022 paper "Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting"

maml-pytorch icon maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

ml-visuals icon ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

mtfl-for-personalised-dnns icon mtfl-for-personalised-dnns

Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.

pfl-non-iid icon pfl-non-iid

Personalized federated learning simulation platform with non-IID and unbalanced dataset

pytorch_resnet_cifar10 icon pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

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