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 ...
Deep Learning with Yacine on MSN

Adadelta optimizer explained – Python tutorial for beginners & pros

Learn how to implement the Adadelta optimization algorithm from scratch in Python. This tutorial explains the math behind ...
IEEE

A Survey of Recent Advances in Optimization Methods for Wireless Communications

Abstract: Mathematical optimization is now widely regarded as an indispensable modeling and solution tool for the design of wireless communications systems. While optimization has played a significant ...
IEEE

Asynchronous Distributed Nonsmooth Composite Optimization via Computation-Efficient Primal-Dual Proximal Algorithms

Abstract: This paper focuses on a distributed nonsmooth composite optimization problem over a multiagent networked system, in which each agent is equipped with a local Lipschitz-differentiable ...
GitHub

Simplex Embedding for Generalised Probabilistic Theory (GPT) Fragments

A Python implementation of the algorithm introduced in arXiv:2204.11905 [quant-ph] to find a simplex embedding for a (possibly depolarised) generalised probabilistic theory (GPT) fragment.
PC Magazine

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Honest, Objective, Lab-Tested Reviews PCMag.com is a leading authority on technology, delivering lab-based, independent reviews of the latest products and services. Our expert industry analysis and ...