Name: Ahmed M. A. Sayed
Type: User
Company: Queen Mary University of London
Bio: aka. Ahmed M. Abdelmoniem - Assistant Professor at QMUL, UK - Head of SAYED Systems Group - Interested in ML, networking and Distributed Systems
Twitter: ahmedcs982
Location: London
Blog: www.eecs.qmul.ac.uk/~ahmed
Ahmed M. A. Sayed's Projects
A library of reinforcement learning components and agents
Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"
htsim with Aeolus (APNet'18) support.
Byzantine-resilient distributed SGD with TensorFlow.
Aggregator for NFP 4000 using P4 16
Welcome to my GitHub space
Code samples related to Building Better Bots published on the AI Blog
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Amazon SageMaker Script Mode examples
Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more
LaTeX/Tikz animation goodness
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Artemis: fast convergence guarantees for bidirectional compression in Federated Learning
arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
A curated list for Efficient Large Language Models
Federated learning on graph and tabular data related papers, frameworks, and datasets.
Collection of resources on the applications of Large Language Models (LLMs) in Audio AI.
Reading list for research topics in multimodal machine learning
A awesome list about Software Defined Network (SDN)
Microsoft Azure Traces
MG-WFBP: Efficient Data Communication for Distributed Synchronous SGD Algorithms
Benchmarking Horovod and TF on Batch AI
A Python implementation of global optimization with gaussian processes.
š A ranked list of awesome machine learning Python libraries. Updated weekly.