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Mach Learn (2012) 89:67–86 DOI 10.1007/s10994-012-5300-0 Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis Wendelin Böhmer…
Regularized Least Squares Ryan M. Rifkin Honda Research Institute USA, Inc. Human Intention Understanding Group 2007 R. Rifkin Regularized Least Squares Basics: Data Data…
(W ABSTRACT Linear and quadratic discriminant analysis are considered in the small sample high-dimensional setting. Alternatives to the usual maximum like- lihood (plug-in)
Journal of Machine Learning Research 1 (2001) 179-209 Submitted 01/01; Published 6/01 Regularized Principal Manifolds Department of Engineering and RSISE Australian National
Visual Domain Adaptation Using Regularized Cross- Domain Transforms Kate Saenko Brian Kulis Mario Fritz Trevor Darrell Electrical Engineering and Computer Sciences University…
Machine Vision and Applications (2014) 25:775–786 DOI 10.1007/s00138-013-0577-y ORIGINAL PAPER A feature selection method using improved regularized linear discriminant…
Regularized Discriminant Analysis and Reduced-Rank LDA Regularized Discriminant Analysis and Reduced-Rank LDA Jia Li Department of Statistics The Pennsylvania State University…
RES: Regularized Stochastic BFGS Algorithm Aryan Mokhtari and Alejandro Ribeiro Abstract—RES, a regularized stochastic version of the Broyden- Fletcher-Goldfarb-Shanno…
Journal of Machine Learning Research 1 (2001) 179-209 Submitted 01/01; Published 6/01 Regularized Principal Manifolds Department of Engineering and RSISE Australian National
Biswajit Paria∗ Carnegie Mellon University [email protected] Rajat Sen Amr Ahmed Abhimanyu Das Google Research {senrajat, amra, abhidas}@google.com ABSTRACT Hierarchical
Regularized horseshoe1 / 24 Outline Large p, small n regression Prior on weights vs. prior on shrinkage Horseshoe prior Regularized horseshoe prior 2 / 24 Large p, small
(Kernel) Regularized Generalized Canonical Correlation Analysis Arthur Tenenhaus Michel Tenenhaus Strasbourg, 17/12/2010 References 2 • Paper Arthur & Michel Tenenhaus…
Gradient Descent Efficiently Finds the Cubic-Regularized Non-Convex Newton Step Yair Carmon John C Duchi Stanford University {yairc jduchi}@stanfordedu Abstract We consider…
Nonparametric eigenvalue-regularized precision or covariance matrix estimatorThe Annals of Statistics 2016, Vol. 44, No. 3, 928–953 DOI: 10.1214/15-AOS1393 © Institute
Lattice regularized diffusion Monte Carlo Michele Casula, Claudia Filippi, Sandro Sorella International School for Advanced Studies, Trieste, Italy National Center for Research…
The Method of regularized Stokeslets The Method of regularized Stokeslets Mingjie Zhu 14th, August, 2015 Beijing Computational Science Research Center Stokes Flow Green's…
8202019 Regularized Weighted Ensemble of Deep 119 International Journal on Computational Sciences Applications IJCSA Vol.5, No.3, June 2015 DOI:10.5121ijcsa.2015.5305 47…
Regularized LIML for many instrumentsJuillet 2013 © 2013 Marine Carrasco, Guy Tchuente. Tous droits réservés. All rights reserved. Reproduction partielle
Geophysics 2012 Brown.pdfVanessa Brown1, Kerry Key2, and Satish Singh3 ABSTRACT Marine controlled-source electromagnetic (CSEM) data can be highly sensitive to the presence
Lecture 15 Regularized Linear RegressionMachine Learning CS 4641 These slides are adopted based on slides from Andrew Zisserman, Jonathan Taylor, Chao Zhang, Mahdi Roozbahani