Francesco Orabona


Software

DOGMA - Discriminative Online Good Matlab Algortithms
DOGMA is a MATLAB toolbox for Online Learning. It implements all the state of the art algorithms in a unique framework. The main aim of the library is simplicity: all the implemented algorithms are easy to be used, understood, and modified. For this reason, all the implementations are in plain MATLAB, limiting the use of mex files only when it is strictly necessary.
The library focuses on linear and kernel online algorithms, mainly developped in the "relative mistake bound" framework. Examples are Perceptron, Passive-Aggresive, ALMA, NORMA, SILK, Projectron, RBP, Banditron, etc.
The toolbox will be constantly updated as soon as new online algorithms are published in the scientific literature.



Old Stuff

In the past I was quite active as programmer for the Texas Instruments TI-89 calculator. In particular my program Control's Toolbox has been used in the past also as a teaching tool for Control Theory courses. You still can find my programs here.