Deep Learning with Yacine on MSN

Backpropagation with automatic differentiation from scratch in Python

Learn how backpropagation works using automatic differentiation in Python. Step-by-step implementation from scratch. #Backpropagation #Python #DeepLearning ...
Deep Learning with Yacine on MSN

How to implement stochastic gradient descent with momentum in Python

Learn how to implement SGD with momentum from scratch in Python—boost your optimization skills for deep learning.

Python swim party: Hunters observe possible new Burmese python behavior

Professional python hunters spotted something strange happening in a South Florida pond. They soon realized they might be the ...
IEEE

Improved Gradient Inversion Attacks and Defenses in Federated Learning

Abstract: Gradient inversion attacks can reconstruct the victim's private data once they have access to the victim's model and gradient. However, existing research is still immature, and many attacks ...
IEEE

GRID: Gradient Routing With In-Network Aggregation for Distributed Training

Abstract: As the scale of distributed training increases, it brings huge communication overhead in clusters. Some works try to reduce the communication cost through gradient compression or ...