We present the Convex Polytope Machine (CPM), a novel non-linear learning algorithm for large-scale binary classification tasks. The CPM finds a large margin ...
We present the Convex Polytope Machine (CPM), a novel non-linear learning al- gorithm for large-scale binary classification tasks. The CPM finds a large ...
We present the Convex Polytope Machine (CPM), a novel non-linear learning algorithm for large-scale binary classification tasks. The CPM finds a large ...
Sep 20, 2024 · We present the Convex Polytope Machine (CPM), a novel non-linear learning algorithm for large-scale binary classification tasks.
We present an improved algorithm for properly learning convex polytopes in the realizable PAC setting from data with a margin.
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This paper studies convex polytope machines for binary classification problems and proposes a large-margin learning algorithm based on the SGD algorithm ...
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In this paper we present two new algorithms to solve non-linearly separable classification problems. First we propose a modification of a multiclass support ...
This is a C++11 implementation of the Convex Polytope Machine algorithm as presented in. Kantchelian, A., Tschantz, M. C., Huang, L., Bartlett, P. L., ...
An improved algorithm for properly learning convex polytopes in the realizable PAC setting from data with a margin is presented and distinct generalizations ...
It solves the convex separability problem with a large-margin method. The solution is ,,intelligent”, i.e. it can merge positive classes, and uses a few ...