Validating AI is increasingly getting societal attention. AI safety has been a low priority. No more. I explore validation as ...

You’ll see how to apply mathematical optimization algorithms that often prove superior to local optimization methods favored by typical machine learning applications and discuss why these methods can ...

Children naturally discover computer sorting algorithms through play, without any instruction, study finds surprisingly.

A canonical problem in computer science is to find the shortest route to every point in a network. A new approach beats the ...

A degree in computer science used to promise a cozy career in tech. Now, students’ ambitions are shaped by AI, in fields that ...

Ask a Data Scientist.” Once a week you’ll see reader submitted questions of varying levels of technical detail answered by a practicing data scientist – sometimes by me and other times by an Intel ...

Deep neural networks (DNNs), which power modern artificial intelligence (AI) models, are machine learning systems that learn ...

The course is aimed at helping students develop a deep understanding of machine learning principles & deep neutral network ...

Evaluating the advantages and potential drawbacks of shielding as a method for safe RL. Bettina Könighofer is an assistant professor at Graz University of Technology, Graz, Austria. Roderick Bloem ...