Deep Learning with Yacine on MSN

RMSProp optimization from scratch in Python

Understand and implement the RMSProp optimization algorithm in Python. Essential for training deep neural networks ...
IEEE

A Novel Variable-Order Threshold Serial Belief Propagation-Based Decoding Algorithm for LT Codes

Abstract: The belief propagation (BP) algorithm is a widely adopted iterative decoding method for Luby transform (LT) codes. However, the conventional log-likelihood ratio BP (LLR-BP) decoder exhibits ...
Deep Learning with Yacine on MSNOpinion

Reduced row echelon form (RREF) in Python – algorithm from scratch

Learn how to implement the Reduced Row Echelon Form (RREF) algorithm from scratch in Python! Step-by-step, we’ll cover the ...
IEEE

I Got Your Back: Efficient Federated Learning with Backpropagation-Free Training

Abstract: In Federated Learning (FL), stragglers refer to the slow devices with delayed updates that stall the model aggregation at the server. Because of the inevitable system heterogeneity, low-end ...