31 citations · 41 across the 7 of their papers we have counts for
Showing 2013Show all
2 papers · 1 filter
cs.LG2013
Multi-Task Classification Hypothesis Space with Improved Generalization Bounds
Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos
This paper presents a RKHS, in general, of vector-valued functions intended to be used as hypothesis space for multi-task classification. It extends similar hypothesis spaces that…
cs.LG2013★ 9 cited
Kernel-based Distance Metric Learning in the Output Space
Cong Li, Michael Georgiopoulos, Georgios C. Anagnostopoulos
In this paper we present two related, kernel-based Distance Metric Learning (DML) methods. Their respective models non-linearly map data from their original space to an output spac…