TY  - GEN 
AU  - Blanco, Víctor
AU  - Puerto, Justo
AU  - Rodríguez-Chía, Antonio
PY  - 2020
UR  - https://hdl.handle.net/10481/87030
AB  - In this paper, we extend the methodology developed for Support Vector Machines (SVM) using the l2-norm (l2-SVM) to the more general case of lp-norms with p > 1 (lp-SVM). We derive second order cone formulations for the resulting dual and primal...
LA  - eng
PB  - JMLR
KW  - Support Vector Machines
KW  - Kernel functions
KW  - l_p-norms
KW  - Mathematical Optimization.
TI  - On lp-support vector machines and multidimensional kernels
ER  -