After uncovering a unifying algorithm that links more than 20 common machine-learning approaches, researchers organized them into a 'periodic table of machine learning' that can help scientists ...

Students will be trained in statistics fundamentals, basic computer programming, and machine learning algorithms that tap into knowledge ... techniques such as sampling, inference, and regression.

Researchers have developed a new machine learning algorithm that excels at interpreting optical spectra, potentially enabling faster and more precise medical diagnoses and sample analysis.

Lectures will use case studies to introduce common machine learning strategies including regularised regression (e.g. LASSO), tree-based methods, distance-based algorithms and neural networks. As part ...

We explain how machine learning methods can address common shortcomings of traditional OLS-based models and use several machine learning models to predict real output growth with lower forecast errors ...