Consistent Multiclass Algorithms for Complex Metrics and Constraints

Harikrishna Narasimhan, Harish G. Ramaswamy, Shiv Kumar Tavker +3

We present consistent algorithms for multiclass learning with complex performance metrics and constraints, where the objective and constraints are defined by arbitrary functions of…