GitHub

Multi-output Gaussian Processes - MATLAB Software

Multiple output Gaussian processes in MATLAB including the latent force model. This page describes examples of how to use the Multi-output Gaussian Process Software (MULTIGP). This software depends on ...
IEEE

H∞ Loop-Shaping Continuous-Time Controller Design for Nonlinear HDD Systems: A Reduced-Order Approach Using Hankel-Norm Approximation

Abstract: This study presents the development and examination of a streamlined $H_{\infty }$ loop-shaping continuous-time controller tailored for nonlinear Hard Disk ...
IEEE

Generalized Nonconvex Low-Rank Approximation and Sparse Regularizer for Hyperspectral Image Denoising

Abstract: Hyperspectral images (HSIs) are frequently corrupted by mixed sparse and Gaussian noise during acquisition and transmission processes, which degrades image quality and compromises subsequent ...
GitHub

BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation

This repository contains a PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation".(https://arxiv.org/abs/2106. ...
eLife

Direct MRI of Collagen

Collagen is the most abundant protein in the human body and has an important role in healthy tissue as well as in a range of prevalent diseases. Medical research and diagnostics hence call for means ...
Simon Fraser University

Finite Difference Approximations of Derivatives

First-order derivatives: n additional function calls are needed. Second-order derivatives based on gradient calls, when the "grd" module is specified (Dennis and Schnabel 1983): n additional gradient ...