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additive models @xcite provide an important family of models for semiparametric regression or classification . some reasons for the success of additive models are their increased flexibility when compared to linear or generalized linear models and their increased interpretability when compared to fully nonparametric mo... | additive models play an important role in semiparametric statistics .
this paper gives learning rates for regularized kernel based methods for additive models .
these learning rates compare favourably in particular in high dimensions to recent results on optimal learning rates for purely nonparametric regularized k... | [
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the leptonic decays of a charged pseudoscalar meson @xmath7 are processes of the type @xmath8 , where @xmath9 , @xmath10 , or @xmath11 . because no strong interactions are present in the leptonic final state @xmath12 , such decays provide a clean way to probe the complex , strong interactions that bind the quark and an... | we have studied the leptonic decay @xmath0 , via the decay channel @xmath1 , using a sample of tagged @xmath2 decays collected near the @xmath3 peak production energy in @xmath4 collisions with the cleo - c detector .
we obtain @xmath5 and determine the decay constant @xmath6 mev , where the first uncertainties are ... | [
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the transport properties of nonlinear non - equilibrium dynamical systems are far from well - understood@xcite .
consider in particular so - called ratchet systems which are asymmetric periodic potentials where an ensemble of particles experience directed transport@xcite .
the origins of the interest in this lie in... | in 84 , 258 ( 2000 ) , mateos conjectured that current reversal in a classical deterministic ratchet is associated with bifurcations from chaotic to periodic regimes .
this is based on the comparison of the current and the bifurcation diagram as a function of a given parameter for a periodic asymmetric potential .
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studies of laser beams propagating through turbulent atmospheres are important for many applications such as remote sensing , tracking , and long - distance optical communications .
howerver , fully coherent laser beams are very sensitive to fluctuations of the atmospheric refractive index .
the initially coherent ... | the effect of a random phase diffuser on fluctuations of laser light ( scintillations ) is studied .
not only spatial but also temporal phase variations introduced by the phase diffuser are analyzed .
the explicit dependence of the scintillation index on finite - time phase variations is obtained for long propagati... | [
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"the so - called `` nucleon spin crisis '' raised by the european muon collaboration ( emc ) measure(...TRUNCATED) | "with a special intention of clarifying the underlying spin contents of the nucleon , we investigate(...TRUNCATED) | [21603,10,8,78,3,18,718,3,2,206,2482,106,5404,5362,3,31,31,3279,57,8,14864,4035,106,3561,41,3,15,51,(...TRUNCATED) | [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED) | [28,3,9,534,8762,13,17741,53,8,3,10067,5404,10223,13,8,206,2482,106,3,6,62,9127,8,879,1601,607,2580,(...TRUNCATED) |
"let @xmath1 . let @xmath2\\longrightarrow [ \n 0,\\pi_{p , q}/2]$ ] be the integral @xmath3 where @(...TRUNCATED) | "we improve the currently known thresholds for basisness of the family of periodically dilated @xmat(...TRUNCATED) | [21603,10,752,3320,226,3357,107,536,3,5,752,3320,226,3357,107,357,2,2961,3535,6770,784,8014,2,102,23(...TRUNCATED) | [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED) | [62,1172,8,1083,801,12709,7,21,1873,655,13,8,384,13,22654,3,26,173,920,3320,226,3357,107,9498,7,630,(...TRUNCATED) |
"the simulations we discuss here allowed us to obtain spectra of the shg response . \n we employed c(...TRUNCATED) | "we report on strong enhancement of mid - infrared second harmonic generation ( shg ) from sic nanop(...TRUNCATED) | [21603,10,8,11108,7,62,2497,270,2225,178,12,3442,3,7576,1313,13,8,6660,122,1773,3,5,62,8152,3,287,40(...TRUNCATED) | [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED) | [62,934,30,1101,15220,13,2076,3,18,16,89,11096,26,511,29610,3381,41,6660,122,3,61,45,108,75,13944,12(...TRUNCATED) |
"with significant research efforts being directed to the development of neurocomputers based on the (...TRUNCATED) | "synaptic memory is considered to be the main element responsible for learning and cognition in huma(...TRUNCATED) | [21603,10,28,1516,585,2231,271,6640,12,8,606,13,6567,25750,7,3,390,30,8,5014,2197,13,8,2241,3,6,3,9,(...TRUNCATED) | [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED) | [8953,6789,447,2594,19,1702,12,36,8,711,3282,1966,21,1036,11,23179,4749,16,6917,3,5,2199,16910,529,3(...TRUNCATED) |
"the segmentation process as a whole can be thought of as consisting of two tasks : recognition and (...TRUNCATED) | "this paper investigates , using prior shape models and the concept of ball scale ( b - scale ) , wa(...TRUNCATED) | [21603,10,8,5508,257,433,38,3,9,829,54,36,816,13,38,5608,53,13,192,4145,3,10,5786,11,20,747,257,3,5,(...TRUNCATED) | [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED) | [48,1040,9127,7,3,6,338,1884,2346,2250,11,8,2077,13,1996,2643,41,3,115,3,18,2643,3,61,3,6,1155,13,32(...TRUNCATED) |
"one surprising result that has come out of the more than 200 extrasolar planet discoveries to date (...TRUNCATED) | "long time coverage and high radial velocity precision have allowed for the discovery of additional (...TRUNCATED) | [21603,10,80,10306,741,24,65,369,91,13,8,72,145,2382,996,7,17401,4345,25175,12,833,19,8,1148,620,13,(...TRUNCATED) | [1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED) | [307,97,2591,11,306,3,5883,138,22924,11723,43,2225,21,8,9087,13,1151,4820,16,801,3,30351,1002,3,5,18(...TRUNCATED) |
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