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Optimization for machine learning.

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Xehetasun bibliografikoak
Beste egile batzuk:	Sra, Suvrit (Argitaratzailea), Nowozin, Sebastian, 1980- (Argitaratzailea), Wright, Stephen J., 1960- (Argitaratzailea)
Formatua:	Liburua
Hizkuntza:	ingelesa
Argitaratua:	Cambridge, Mass., USA : MIT Press, 2012.
Saila:	Neural information processing series.
Gaiak:	Aprendizaje automático (AA) > Modelos matemáticos Optimización matemática
Etiketak:	Etiketa erantsi Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!

Antzeko izenburuak

Mathematics for Machine Learning.
nork: Deisenroth, Marc Peter, et al.
Argitaratua: (2020)

The Hundred-Page Machine Learning Book en español.
Argitaratua: (2019)

Machine Learning with R
nork: Lantz, Brett
Argitaratua: (2015)

Deep Learning.
nork: Goodfellow, Ian, et al.
Argitaratua: (2016)

Python machine learning. Aprendizaje automático y aprendizaje profundo con Python, scikit-learn y TensorFlow
nork: Raschka, Sebastián
Argitaratua: (2019)

Applications of nonlinear programming to optimization and control
nork: Rauch, Herbert E
Argitaratua: (1984)

Practical methods of optimization
nork: Fletcher, Roger
Argitaratua: (1987)

Optimization
nork: Lange, Kenneth
Argitaratua: (2004)

Optimization
nork: Lange, Kenneth
Argitaratua: (2013)

Combinatorial optimization: algorithms and complexity
nork: Papadimitriou, Christos H., et al.
Argitaratua: (1998)

Methods of dynamic and nonsmooth optimization
nork: Clarke, Frank H
Argitaratua: (1989)

Nonlinear and mixed-integer optimization: fundamentals and applications
nork: Floudas, Christodoulos A
Argitaratua: (1995)

Numerical analysis and optimization: an introduction to mathematical modelling and numerical simulation
nork: Allaire, Grégoire
Argitaratua: (2007)

Numerical optimization
nork: Nocedal, Jorge, et al.
Argitaratua: (2006)

Optimization and industry: new frontiers
Argitaratua: (2003)

Optimization methods in metabolic networks
nork: Maranas, Costas D., et al.
Argitaratua: (2016)

Optimization problems
nork: Collatz, Lothar, et al.
Argitaratua: (1975)

Multicriteria optimization
nork: Ehrgott, Matthias
Argitaratua: (2005)

Integer and combinatorial optimization
nork: Nemhauser, George L., et al.
Argitaratua: (1988)

Integer and combinatorial optimization
nork: Nemhauser, George L., et al.
Argitaratua: (1999)

Optimización heurística y redes neuronales
nork: Díaz Fernández, Adenso
Argitaratua: (1996)

Large scale linear and integer optimization: a unified approach
nork: Martin, Richard Kipp
Argitaratua: (1999)

Bonn workshop on combinatorial optimization
nork: Bachem, Achim, et al.
Argitaratua: (1982)

Search Methodologies: introductory tutorials in optimization and decision support techniques
nork: Burke, Edmund K, et al.
Argitaratua: (2014)

Optimization: algorithms and consistent approximations
nork: Polak, Elijah
Argitaratua: (1997)

Nondifferential and variational techniques in optimization
nork: Sorensen, D. C, et al.
Argitaratua: (1982)

Introduction to stochastic control theory
nork: Aström, Karl Johan
Argitaratua: (1970)

Convex optimization algorithms
nork: Bertsekas, Dimitri P
Argitaratua: (2015)

Graphs and networks: multilevel modeling
nork: Mathis, Philippe
Argitaratua: (2010)

Optimization of human cancer radiotherapy
nork: Swan, George W
Argitaratua: (1981)

Optimizacion en ingeniería
nork: Pike, Ralph W, et al.
Argitaratua: (1989)

Symposium on optimization
nork: Balakrishnan, A. V, et al.
Argitaratua: (1970)

Network optimization: continuous and discrete models
nork: Bertsekas, Dimitri P
Argitaratua: (1998)

Global optimization: deterministic approaches
nork: Horst, Reiner, et al.
Argitaratua: (1993)

Optimization under constrains: theory and applications of nonlinear programming
nork: Whittle, Peter
Argitaratua: (1971)

Optimal control of discrete time stochastic systems
nork: Striebel, Charlotte
Argitaratua: (1975)

Mathematical techniques of optimization, control and decision
nork: Aubin, Jean Pierre, et al.
Argitaratua: (1981)

Analysis and optimization of stochastic systems
nork: Jacobs, Oliver Louis Robert, et al.
Argitaratua: (1980)

Network optimization
Argitaratua: (1997)

Multi-objective optimization using evolutionary algorithms
nork: Deb, Kalyanmoy
Argitaratua: (2001)