Algorithmes d'ensemble actif pour le LASSO

Manuel Loth · International Journal of Environmental Research and Public Health · 2011

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Type: dissertation
Published: 2011-07-08
Cited by: 0
References: 53
Access: Open access
DOI: https://doi.org/10.3390/ijerph19052859
OpenAlex: https://openalex.org/W35270551
Semantic Scholar: https://api.semanticscholar.org/CorpusID:169970199

Keywords

Humanities, Philosophy, Mathematics

References

Low Rank Updates for the Cholesky DecompositionMatthias Seeger — 2004
Some Comments on CpCohn L. Mallows — 2000
Soft Margins for AdaBoostGunnar Rätsch, Takashi Onoda, K. Müller — 2001
Linear least squares and quadratic programmingGene H. Golub, Michael A. Saunders — 1969
A tutorial on support vector regressionAlex Smola, Bernhard Schölkopf — 2004
A Comparison of Two Algorithms for Absolute Deviation Curve FittingRonald D. Armstrong, E. L. Frome — 1976
On the LASSO and its DualM. R. Osborne, Brett Presnell, Berwin A. Turlach — 2000
On the convergence of the coordinate descent method for convex differentiable minimizationZ.-Q. Luo, P. Tseng — 1992
Ridge Regression: Applications to Nonorthogonal ProblemsArthur E. Hoerl, Robert W. Kennard — 1970
What is dynamic programming?Sean R. Eddy — 2004
Statistical Digital Signal Processing and ModelingMarvin H. J. Gruber, M.H. Hayes — 1996
Methods for modifying matrix factorizationsPhilip E. Gill, Gene H. Golub, Walter Murray — 1972
L1/2 regularizationZongben Xu, Hai Zhang, Yao Wang — 2010
Ridge Regression: Biased Estimation for Nonorthogonal ProblemsArthur E. Hoerl, Robert W. Kennard — 2000
Kernel Basis PursuitVincent Guigue, Alain Rakotomamonjy, Stéphane Canu — 2005
A Technique for Resolving Degeneracy in Linear ProgrammingPhilip Wolfe — 1963
Piecewise linear regularized solution pathsSaharon Rosset, Ji Zhu — 2007
A new approach to variable selection in least squares problemsM. R. Osborne — 2000
Algorithms for Reinforcement LearningCsaba Szepesvári — 2010
Solving least squares problemsC. L. Lawson, Richard Hanson — 1976

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