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

Learning Gradients of Convex Functions with Monotone Gradient Networks

Abstract: While much effort has been devoted to deriving and analyzing effective convex formulations of signal processing problems, the gradients of convex functions also have critical applications ...
The Caledonian-Record

CIBC Innovation Banking Provides Growth Capital to Gradient AI

CIBC Innovation Banking announced today that it has provided growth capital financing to Gradient AI (Gradient). This financing will support Gradient’s growth plans and development efforts to better ...
IEEE

Generative Image Reconstruction From Gradients

Abstract: In this article, we propose a method, generative image reconstruction from gradients (GIRG), for recovering training images from gradients in a federated learning (FL) setting, where privacy ...