Presenter: Yuri Maximov (Skoltech, Los Alamos National Laboratory)

Title: Multi-Class Classification: How to Deal with Multi-class Huge Scale Problems Efficiently?

Annotation:
> Multi-class classification problems are motivated by a numerous applications in
> informational retrieval, text analysis and engineering systems. Nowadays
> problems require time and memory efficient algorithms with strong statistical
> guarantees. In our talk we focus on a line of multi-class learning strategies
> proposed in a series of recent works joint with MR Amini, Z Harchaoui,
> F. Iutzeler, B, Joshi, I Partalas and D Reshetova. Finally we illustrate the
> efficiency of our algorithms on several practical problems arises in text analysis
> and energy systems.