AI Medical Compendium Journal:
KDD : proceedings. International Conference on Knowledge Discovery & Data Mining

Evaluating whether machines improve on human performance is one of the central questions of machine learning. However, there are many domains where the data is in the sense that the observed outcomes are themselves a consequence of the existing choi...

Convex optimization is an essential tool for modern data analysis, as it provides a framework to formulate and solve many problems in machine learning and data mining. However, general convex optimization solvers do not scale well, and scalable solve...