The repo contains code that implements two formulas (one using the adjoint method and the other using reverse algorithmic differentiation (RAD)) to efficiently ...

Abstract: In this paper, we study the impact of eigenvalue-based spectrum sensing techniques in the achievable throughput of the secondary cognitive radio network. For this analysis, the channel ...

Abstract: We extend the relation between univariate polynomial optimization in one complex variable and the polynomial eigenvalue problem to the multivariate case. The first-order necessary conditions ...

The importance of perturbation theory in many fields is very clear through almost a century or even more. Its importance was exemplified in solving many problems in physics and other applied fields. A ...

The Nature Index 2024 Research Leaders — previously known as Annual Tables — reveal the leading institutions and countries/territories in the natural and health sciences, according to their output in ...

This repository contains the project "Webpage Traffic Prediction and Dimensionality Reduction Using Eigenvalues and Principal Component Analysis" implemented as part of my machine learning portfolio.