Abstract: Batch normalization (BN) is widely recognized as an essential method in training deep neural networks, facilitating convergence and enhancing model stability. However, in Federated Learning ...

Abstract: Normalization layers are ubiquitous in modern neural networks and have long been considered essential. This work demonstrates that Transformers without normalization can achieve the same or ...

A batch integration system for systems of ODEs and SDEs, for when elegant solutions fail and you would like to simulate 1,000,000 systems, fast. This package was designed to simulate a large ...

NORMAL, Ill. (WMBD) — Six people were hospitalized after an early Sunday morning shooting in Normal. Officers with the Normal Police Department were called at 2:40 a.m. on March 22 to the 700 block of ...

NORMAL, Ill. (WLS) -- Two Illinois State University students were among six people injured in an off-campus shooting in Normal early Sunday morning, police said. Normal police said officers responded ...

This project is a reference implementation of a batch-oriented analytics pipeline designed to reflect how data transformations evolve from simple scripts to structured data platform workflows. In many ...