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Sparse Representations and the Basis Pursuit Algorithm
www-sigproc.eng.cam.ac.uk/foswiki/pub/SPARS2015/Program/talk32_YRomano_SOS-Boosting-July-2015-SPARS.pptx2 Sep 2015: 24. Seeks for an estimation that is close to the noisy version. ... 24. Graph Laplacian Regularization. Another natural option is to minimize the following cost function. -
The Lasso yields pairs of spikeson thin grids Vincent ...
www-sigproc.eng.cam.ac.uk/foswiki/pub/SPARS2015/Program/talk30_duval_spars2015.pdf2 Sep 2015: 24 / 14Example. EXAMPLE. 25 / 14The dual as a projection. -
A multivariate generalization of Prony's method
www-sigproc.eng.cam.ac.uk/foswiki/pub/SPARS2015/Program/talk20_UlrichVon-der-Ohe_slides.pdf2 Sep 2015: de l’École Polytechnique, 1:24–76, 1795. G. Plonka and M. Tasche. Prony methods for recovery of structured functions.GAMM-Mitteilungen, 37(2):239–258, 2014. -
Polar Incremental Matrix Completion
www-sigproc.eng.cam.ac.uk/foswiki/pub/SPARS2015/Program/talk18_Balzano_PIMC_SPARS.pdf2 Sep 2015: BME meeting slide tex Sept 2013. Laura BalzanoUniversity of Wisconsin-Madison. September 24, 2013. -
Linear Regression with Strongly Correlated Designs Using Ordered…
www-sigproc.eng.cam.ac.uk/foswiki/pub/SPARS2015/Program/talk15_Figueiredo_SPARS2015_OWL.pdf2 Sep 2015: Thank you. M. Figueiredo (IT, IST, U Lisboa) Ordered Weighted 1 (OWL) SPARS’2015 24 / 27. -
Complete Dictionary Recovery over the Sphere
www-sigproc.eng.cam.ac.uk/foswiki/pub/SPARS2015/Program/talk09_ncv_JuSun.pdf2 Sep 2015: 0. 0.5. 1. 0.18. 0.2. 0.22. 0.24. 0.26. 0.28. 0.3. Assuming A0 = I.Proposition: Suppose θ. ... Sun, Qu, and Wright Complete Dictionary Recovery over the Sphere. 24/26. -
spars_talk
www-sigproc.eng.cam.ac.uk/foswiki/pub/SPARS2015/Program/talk03_spars_schnass.pdf2 Sep 2015: 1. 4741µ2S. 1. 24(B1). Fix a target error "̄ 8"µ,, with. " -
`p-minimization does not necessarilyoutperform `1-minimization? Le…
www-sigproc.eng.cam.ac.uk/foswiki/pub/SPARS2015/Program/talk02_SPARS_2015_Le_Zheng.pdf2 Sep 2015: Ψλ. ,p(σ. 2 ). p=0p=1optimal p. 24 / 26. Supplementary stuff. -
SPARS2015_Fazel.dvi
www-sigproc.eng.cam.ac.uk/foswiki/pub/SPARS2015/PlenaryTalks/Plenary4_SPARS2015_Fazel.pdf1 Sep 2015: similar statements for the case y = A(x) z. 24. Summary. • -
Technical report from Automatic Control at Linköpings universitet On…
www-sigproc.eng.cam.ac.uk/foswiki/pub/Main/TA417Publications/ArdeshiriOO2013.pdf13 Apr 2015: F. Symmetrized Kullback-Leibler Divergence (SKL) Approach. As another similarity measure the Symmetrized Kullback-Leibler Divergence is used for the comparison of the merginghypotheses in [21], [22], [23] and [24]. ... T(x)T(x)T] Eqη. [T(x)] Eqη.
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