In this section I publish some texts that I have written about research. Most of them are study notes from both books and papers. Versions in Portuguese are available at my blog.

  1. Introduction to Convex Optimization - 28/08/2015

  2. Optimization Basics: the KKT conditions - 14/04/2015

  3. W-Operators - Lattices and Images - 13/02/2015

  4. Main points of the paper How to scale up kernel methods to be as good as DNNs. - 26/05/2015

  5. The Farkas Lemma - 25/02/2015

  6. Optimization Basics: Active Set method - 01/07/15

  7. Optimization basics: Linear Programming - 03/02/2015

  8. Determinantal Point Processes - 28/09/2015

  9. Fundamentals of W-operators - Lattices and Operations between lattices - 05/02/2015

  10. Optimization basics: Quadratic Programming I - 12/06/2015