Optimization for machine learning

フォーマット:

図書

責任表示:

edited by Suvrit Sra, Sebastian Nowozin, and Stephen J. Wright

言語:

英語

出版情報:

Cambridge : MIT Press, c2012

形態:

ix, 494 p. ; 27 cm

著者名:

シリーズ名:

Neural information processing series <BA52624589>

書誌ID:

BB07052331

ISBN:

9780262016469 [026201646X]

子書誌情報

所蔵情報

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詳細

主題:	Machine learning--Mathematical models; Mathematical optimization
分類・件名:	LCC : Q325.5 DC22 : 006.3/1 LCSH : Machine learning -- Mathematical models LCSH : Mathematical optimization
LCCN:	2011002059
注記:	Includes bibliographical references
TTLL:	eng

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1 図書 Numerical optimization Nocedal, Jorge, Wright, Stephen J., 1960- Springer	7 図書 Practical optimization Gill, Philip E., Murray, Walter, Wright, Margaret H. Academic Press
2 図書 Numerical optimization Nocedal, Jorge, Wright, Stephen J., 1960- Springer	8 図書 Practical optimization Gill, Philip E., Murray, Walter, Wright, Margaret H. Emerald
3 図書 Machine learning : a Bayesian and optimization perspective Theodoridis, Sergios, 1951- Academic Press	9 図書 Nonlinear optimization : complexity issues Vavasis, Stephen A. Oxford University Press
4 図書 Primal-dual interior-point methods Wright, Stephen J., 1960- Society for Industrial and Applied Mathematics	10 図書 Optimization Nemhauser, George L., Rinnooy Kan, A. H. G., 1949-, Todd, M. J. North-Holland, Sole distributors for the U.S.A. and Canada, Elsevier Science Pub. Co.
5 図書 Gaussian processes for machine learning Rasmussen, Carl Edward, Williams, Christopher K. I. MIT Press	11 図書 Convex optimization Boyd, Stephen P., Vandenberghe, Lieven Cambridge University Press
6 図書 Linear programming with MATLAB Ferris, Michael C., Mangasarian, Olvi L., 1934-, Wright, Stephen J., 1960- Society for Industrial and Applied Mathematics : Mathematical Programming Society	12 図書 Convex optimization Boyd, Stephen P., Vandenberghe, Lieven Cambridge University Press