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Randomized algorithms for optimization: Statistical and…
www-sigproc.eng.cam.ac.uk/foswiki/pub/SPARS2015/PlenaryTalks/Plenary8_Wainwright_SPARS15.pdf1 Sep 2015: ES[ST (SST )1S. ]|||op -. m. n. Fundamental cause of poor performance?Recall planted ensembles of problems:. ... ES[ST (SST )1S. ]|||op -. m. n. Theorem (Pilanci & W, 2014). -
MAXIMUM ENTROPY PROPERTY OF DISCRETE-TIME STABLE SPLINE KERNEL Tohid…
www-sigproc.eng.cam.ac.uk/foswiki/pub/Main/TA417Publications/ArdeshiriC2015.pdf9 Apr 2015: As a result, the op-timal solution to (25) is the zero-mean Gaussian process in-duced by f(t) = g(eβt) which has the covariance functionλ min{eβt,eβs}. -
On Extended State-Space Constructions for Monte Carlo Methods
www-sigproc.eng.cam.ac.uk/foswiki/pub/Main/AF574/phd_thesis_axel_finke.pdf16 Jul 2015: In particular, the Monte Carlo error j is;N.f /. f /jvanishes at a rate OP.N1=2/ which is independent of the dimension d. ... However, approximating distributions on large spacescomes at a cost. Even though the order of the Monte Carlo convergencerate, OP
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