Researchers are embarking on a pioneering endeavor to integrate an innately human characteristic, which is "uncertainty," into machine learning systems. This venture offers potential benefits in ...

When we were at school we probably believed that science and mathematics were primarily concerned with offering definitive answers. But grown-up scientists and engineers know that this is rarely the ...

As battlespace sensors proliferate and data increases, commanders can easily find themselves in an information paradox: drowning in data, but starving for knowledge. U.S. Marine Corps Lt. Col. Pedro ...

Probabilistic graphical models are a powerful technique for handling uncertainty in machine learning. The course will cover how probability distributions can be represented in graphical models, how ...