Deep Learning with Yacine on MSN

Nesterov accelerated gradient (NAG) from scratch in Python – step-by-step tutorial

Dive deep into Nesterov Accelerated Gradient (NAG) and learn how to implement it from scratch in Python. Perfect for ...
IEEE

Compressed Gradient Tracking Algorithm for Distributed Aggregative Optimization

Abstract: This article is devoted to addressing the distributed aggregative optimization (DAO) problem via compressed gradient tracking algorithms, where the cost function of each agent relies on the ...
Deep Learning with Yacine on MSN

Gradient descent from scratch in Python – step by step tutorial

Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and ...
GitHub

Mq-b/Modern-Cpp-templates-tutorial

本仓库用来存放 B 站课程 《现代 C++ 模板教程 2024》的教案、代码，和作业。 任何组织和个人遵守 CC BY-NC-ND 4.0 ...
IEEE

Temporal Gradient Inversion Attacks With Robust Optimization

Abstract: Federated Learning (FL) has emerged as a promising approach for collaborative model training without sharing private data. However, privacy concerns regarding information exchanged during FL ...