Physics of foam strangely resembles AI training

Foams are everywhere: soap suds, shaving cream, whipped toppings and food emulsions like mayonnaise. For decades, scientists ...
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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 code made simple. Trump pulls US out of more than 30 UN bodies ICE shooting ...
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Linear regression using gradient descent explained simply

Understand what is Linear Regression Gradient Descent in Machine Learning and how it is used. Linear Regression Gradient Descent is an algorithm we use to minimize the cost function value, so as to ...
IEEE

Distributed Online Gradient Descent Optimization Algorithm with Forgetting-Factor Decay Step and Regret

Abstract: This study proposes a novel distributed online gradient descent algorithm incorporating a time-decaying forgetting-factor (FF) mechanism. The core innovation lies in introducing a ...
IEEE

FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent

Abstract: This paper introduces FlowMap, an end-to-end differentiable method that solves for precise camera poses, cam-era intrinsics, and perframe dense depth of a video sequence. Our method performs ...