Abstract: One-shot devices, such as automotive airbags, fire extinguishers and ammunitions, pose significant challenges in their reliability analysis due to their inherently unobservable lifespans.
Anyone who uses AI systems knows the frustration: a prompt is given, the response misses the mark, and the cycle repeats. This trial-and-error loop can feel ...
Abstract: This paper is a novel approach to improving the accuracy of wind power generation predictions by using linear regression (LR) algorithm differentiated with the Lasso regression (LaR). The ...
This project implements the models proposed in NICE: Non-linear Independent Components Estimation paper written by Laurent Dinh, David Krueger and Yoshua Bengio. The results of the models can be found ...
In this tutorial, we explore hierarchical Bayesian regression with NumPyro and walk through the entire workflow in a structured manner. We start by generating synthetic data, then we define a ...
Official PyTorch implementation of "A Simple Linear Patch Revives Layer-Pruned Large Language Models" This repository contains the PyTorch implementation of the NeurIPS 2025 paper A Simple Linear ...