Submissions by chromophore

Where does the Sigmoid in Logistic Regression come from? (Rather, why log-odds?)

Darwinian Evolution is a form of PAC (Machine) Learning

Blind Mathematicians

N is a Number : A Portrait of Paul Erdős

Physics, Topology, Logic and Computation: A Rosetta Stone

Lecture Notes on Convexity

Statistical performance of support vector machines

Spectral Connectivity Analysis

Training a Support vector Machine in the Primal instead of the Dual

Receiver Operating Characteristic (ROC) Literature Research

The Emergence of French Statistics

Machine Learning Theory

Statistical Learning Theory : Models, Concepts and Results (Notes by Schoelkopf)

Who is afraid of non-convex loss functions?

PAC-Bayesian Supervised Classification (Thermodynamics of statistical learning)