Wandering ML

Support Vector Machines (Part III): What Is a Support Vector?

The points that live on the edge—and why they carry all the weight.

Wandering ML

Support Vector Machines (Part I): What Is a Margin, Really?

Understanding the space that separates data—and why it’s more than just geometry.

Wandering ML

Math Tricks for Machine Learning (Part I): Concentration Inequality

Understanding How Randomness Behaves in Machine Learning

Research

Regret Analysis of FTRL and OMD Algorithms

A regret analysis of FTRL and OMD, revealing how mirror maps unify seemingly different online learning algorithms.