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Searching for "1-norm Support Vector Machines." – sorted by Relevance.

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25 documents found, showing 1 through 10. Next 10 →

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1-norm Support Vector Machines
by Ji Zhu, Saharon Rosset, Trevor Hastie, Rob Tibshirani — 2003 — Neural Information Processing Systems
…1-norm Support Vector Machines Ji Zhu, Saharon Rosset, Trevor Hastie, Rob Tibshirani Department…
Cited by 37 (7 self) – Add To MetaCart

L1 norm support vector machines
by Ji Zhu, Saharon Rosset, Trevor Hastie, Rob Tibshirani — 2003 — Advances in Neural Information Processing Systems
… -norm Support Vector Machines Ji Zhu, Saharon Rosset, Trevor Hastie, Rob Tibshirani Department…
Cited by 4 (3 self) – Add To MetaCart

Exact 1-Norm Support Vector Machines via Unconstrained Convex Differentiable Minimization
by Olvi L. Mangasarian — 2006 — JOURNAL OF MACHINE LEARNING RESEARCH
… and Emilio Parrado-Hernández Abstract OLVI@(email omitted); Support vector machines utilizing the 1-norm…
Cited by 4 (0 self) – Add To MetaCart

Data Selection for Support Vector Machine Classifiers
by Glenn Fung, Olvi L. Mangasarian — 2000 — In Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
… smaller than that required by a standard 1-norm support vector machine with or without feature selection…
Cited by 17 (4 self) – Add To MetaCart

Learning to rank by maximizing auc with linear programming
by Kaan Ataman, W. Nick, Street Member, Yi Zhang — 2006 — In IEEE International Joint Conference on Neural Networks (IJCNN 2006
… similar to 1-norm Support Vector Machines (SVMs) for instance ranking by an approximation to the WMW…
Cited by 3 (2 self) – Add To MetaCart

Efficient large scale linear programming support vector machines
by Suvrit Sra — 2006 — In ECML
… decomposition method for efficiently constructing ℓ1-norm Support Vector Machines (SVMs). The decomposition…
Cited by 3 (1 self) – Add To MetaCart

Semi-supervised support vector machines
by Kristin P. Bennett, Ayhan Demiriz — 1998 — Advances in Neural Information Processing Systems
… programming. Results of S 3 VM and the standard 1-norm support vector machine approach are compared on eleven…
Cited by 110 (7 self) – Add To MetaCart

MILES: Multiple-Instance Learning via Embedded Instance Selection
by unknown authors
… selection, 1-norm support vector machine, image categorization, object recognition, drug activity prediction…
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SVM Feature Selection for Classification of SPECT Images of Alzheimer’s Disease using Spatial Information
by Jonathan Stoeckel, Glenn Fung
… similar to the 1-norm support vector machines. In contrast with other linear hyperplane-based methods…
Cited by 2 (0 self) – Add To MetaCart

Optimization Approaches to Semi-Supervised Learning
by Ayhan Demiriz, Kristin P. Bennett — 2000
… utilizes the S VM model for 1-norm linear support vector machines converted to a mixedinteger program…
Cited by 11 (1 self) – Add To MetaCart

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