Candidates vs. Noises Estimation for Large Multi-Class Classification Problem

Lei Han, Yiheng Huang, Tong Zhang

Abstract: This paper proposes a method for multi-class classification problems, where the number of classes K is large. The method, referred to as Candidates vs. Noises Estimation (CANE), selects a small sub...