Discover how credibility theory helps actuaries use historical data to estimate risks and set insurance premiums; learn how ...

Discover how the Dutch Book Theorem reveals profit opportunities in betting and finance when probabilities are misjudged.

Background Annually, 4% of the global population undergoes non-cardiac surgery, with 30% of those patients having at least ...

A team of international physicists has brought Bayes’ centuries-old probability rule into the quantum world. By applying the “principle of minimum change” — updating beliefs as little as possible ...

I have a real world project in the following scenario: I have a predefined network skeleton in DAG format. Our dataset has 1654 nodes, 2965 edges. I also have a dataset with shape (3000, 1654). Among ...

Quantum machine learning (QML) is an emerging research field that deals with quantum algorithms for data analysis. It is hoped that QML will yield practical demonstrations of quantum advantage by ...

For all of human history, with the exception of thoughts about some other animals and the idea that there might be forms of intelligence we cannot perceive, humanity has been alone. In myth and ...

Abstract: Intelligent systems could be increasingly powerful by applying probabilistic inferences over the dependence relations among observed and latent variables, which could be represented by the ...