InfoWorld

The ‘toggle-away’ efficiencies: Cutting AI costs inside the training loop

You don't need the newest GPUs to save money on AI; simple tweaks like "smoke tests" and fixing data bottlenecks can slash ...
Visual Studio Magazine

Quadratic Regression with SGD Training Using JavaScript

Quadratic regression is a classical machine learning technique to predict a single numeric value. Quadratic regression is an extension of basic linear regression. Quadratic regression can deal with ...
IEEE

Augmented-GDA: LLM In-Loop Gradient Descent Algorithm for Smooth Unconstrained Optimization

Abstract: The problem of exploiting large language models (LLMs) for solving optimization problems is new and existing papers rarely address the enhancement of standard solvers through LLM ...
IEEE

An adaptive accelerated derivative-free optimization algorithm based on noncommutative maps

Abstract: In this article, an adaptive accelerated derivative-free optimization algorithm is developed. A composition of noncommutative maps based on objective function evaluations is used to ...