Official implementation for the experiments in Do Neural Networks Need Gradient Descent to Generalize? A Theoretical Study, based on the PyTorch library. The experiments were carried out using a ...

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. FBI: Vance Boelter went to other lawmakers' homes ...

A landmark discovery on an ancient branch of the River Nile may have solved the mystery of how the pyramids in Egypt were built centuries ago. The now dried-out waterway, which once ran through ...

Subsequently, a distributed primal–dual hybrid gradient algorithm (dPDHG) for quantile regression is proposed, and its convergence is analyzed. 3.1 Diffusion-based distributed estimation framework ...

High-resolution Synthetic Aperture Radar (SAR) utilizes pulse compression technology to accurately resolve the distance between targets and enable imaging,the application of detection algorithm in ...