Servers tend to be quite powerful machines. They need the processing power because many other computers connect to them. Clients do not usually store data. Furthermore, they have no control over the ...

Information technology is the design and implementation of computer networks for data processing and communication. This includes designing the hardware for processing information and connecting ...

Abstract: The growing demand for high-bandwidth, zero-trouble services is imposing unprecedented challenges on optical communication networks. Traditional human-centric network management approaches ...

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

We begin by talking about linear regression...the ancestor of neural nets. We look at how linear regression can use simple matrix operations to learn from data. We gurgle with delight as we see why ...

This is a basic tutorial on adversarial attacks. Through this tutorial, you can learn: 1) the implementation of gradient-based and generation-based adversarial attacks; 2) adversarial attacks on ...