Joint IITP RAS, NRU HSE & Skoltech seminar
March 1 (Wednesday), 1830, IITP, room 615
Yuri Maximov (Skoltech, IITP RAS, 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 nformational 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.
| 27.02.2017 | |