TY  - GEN 
AU  - Blanco, Víctor
AU  - Puerto, Justo
AU  - Rodríguez Chía, Antonio Manuel
A4  - Estadística e Investigación Operativa
PY  - 2020
SN  - 1533-7928
SN  - 1532-4435
UR  - http://hdl.handle.net/10498/38445
AB  - In this paper, we extend the methodology developed for Support Vector Machines (SVM) using the `2-norm (`2-SVM) to the more general case of `p-norms with p > 1 (`p-SVM). We derive second order cone formulations for the resulting dual and primal...
LA  - eng
KW  - Support Vector Machines
KW  - Kernel functions
KW  - p-norms
KW  - Mathematical Optimization
TI  - On ℓp-Support Vector Machines and Multidimensional Kernels
ER  -