As a data scientist, I have a handful of books that serve as important resources for my work in the field – “Statistical Learning with Sparsity – The Lasso and Generalizations” by Trevor Hastie, ...

With now well-recognized nonnegligible model selection uncertainty, data analysts should no longer be satisfied with the output of a single final model from a model selection process, regardless of ...

Many of our academics speak to the media as experts in their field of research. If you are a journalist, please contact the University’s Media and PR Team: Sparse representations have been the key ...