Aug 25, 2015 · Abstract:In this paper, we propose a multi-kernel classifier learning algorithm to optimize a given nonlinear and nonsmoonth multivariate ...
A multi-kernel classifier learning algorithm to optimize a given nonlinear and nonsmoonth multivariate classifier performance measure and to construct an ...
Abstract—In this paper, we propose a multi-kernel classifier learning algorithm to optimize a given nonlinear and nonsmoonth multivariate classifier ...
Sep 13, 2024 · In this paper, we propose a multi-kernel classifier learning algorithm to optimize a given nonlinear and nonsmoonth multivariate classifier ...
Bibliographic details on Multiple kernel multivariate performance learning using cutting plane algorithm.
Multiple kernel multivariate performance learning using cutting plane algorithm ... The learning of the classifier parameter and the kernel weight are unified in ...
To this end, we developed a multitask multiple kernel learning (MTMKL) method with a co-clustering step based on a cutting-plane algorithm to identify the ...
Apr 25, 2024 · Multiple Kernel Multivariate Performance Learning Using Cutting Plane Algorithm. SMC 2015: 1870-1875. [i1]. view. electronic edition @ arxiv ...
Abstract In this paper, we investigate the problem of optimizing complex multivariate performance measures to learn classifiers for pattern classification ...
Abstract. In recent years, several methods have been proposed to combine multiple kernels instead of using a single one. These different kernels may ...
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