MMorafah
My Name is Mahdi Morafah. I am a Machine Learning PhD student at UCSD. Former ML research intern @ Tesla.
UC San Diego San Diego
Pinned Repositories
Asy-SGD
Decentralized Asynchronous Non-convex Stochastic Optimization on Directed Graphs
Awesome-Federated-Learning-Pruning
Every work on Federated Learning Pruning
FedRep
FedZoo-Bench
FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms
FL-SC-NIID
Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks
FLIS
FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution
homepage
my website
PACFL
Official Code for PACFL AAAI 2023
Parallel-Computing
Tutorial and codes for Parallel Computing
Sub-FedAvg
Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity
MMorafah's Repositories
MMorafah/Sub-FedAvg
Personalized Federated Learning by Structured and Unstructured Pruning under Data Heterogeneity
MMorafah/PACFL
Official Code for PACFL AAAI 2023
MMorafah/FLIS
FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution
MMorafah/FL-SC-NIID
Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks
MMorafah/Awesome-Federated-Learning-Pruning
Every work on Federated Learning Pruning
MMorafah/FedZoo-Bench
FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms
MMorafah/Parallel-Computing
Tutorial and codes for Parallel Computing
MMorafah/homepage
my website
MMorafah/Asy-SGD
Decentralized Asynchronous Non-convex Stochastic Optimization on Directed Graphs
MMorafah/FedRep
MMorafah/FL-Reading-List
Federated Learning Reading List and Notes
MMorafah/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
MMorafah/ECE143-Project-Group14
MMorafah/Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
MMorafah/ClipFL
Federated Client Pruning for Noisy Labels
MMorafah/Datasets-Unified
Datasets Unified
MMorafah/Federated-Learning-
MMorafah/llm-from-scratch
LLM from Scratch
MMorafah/network-slimming
Network Slimming (Pytorch) (ICCV 2017)
MMorafah/Object_Detection-
All Materials
MMorafah/PyTorch_CIFAR10
MMorafah/Research-Advice-