A Large Dimensional Analysis of Least Squares Support Vector Machines

DOI10.1109/TSP.2018.2889954zbMath1414.62250arXiv1701.02967WikidataQ128626412 ScholiaQ128626412MaRDI QIDQ4628262

Zhenyu Liao, Romain Couillet

Publication date: 6 March 2019

Published in: IEEE Transactions on Signal Processing (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1701.02967

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05) Random matrices (probabilistic aspects) (60B20) Applications of mathematical programming (90C90) Quadratic programming (90C20)

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