نتایج جستجو برای: minimum error

تعداد نتایج: 407086  

Journal: :SIAM journal on mathematics of data science 2021

We study the generalization error of functions that interpolate prescribed data points and are selected by minimizing a weighted norm. Under natural general conditions, we prove both interpolants their errors converge as number parameters grows, limiting interpolant belongs to reproducing kernel Hilbert space. This rigorously establishes an implicit bias minimum norm interpolation explains why ...

Journal: :IEEE Transactions on Vehicular Technology 2007

Journal: :International Journal of Mathematics and Mathematical Sciences 2003

Journal: :Journal of Educational and Behavioral Statistics 1999

Journal: :APSIPA Transactions on Signal and Information Processing 2020

Journal: :IEICE Transactions on Information and Systems 2014

Journal: :Digital Signal Processing 2021

Coprime arrays enable Direction-of-Arrival (DoA) estimation of an increased number sources. To that end, the receiver estimates autocorrelation matrix a larger virtual uniform linear array (coarray), by applying selection or averaging to physical array's estimates, followed spatial-smoothing. Both and have been designed under no optimality criterion attain arbitrary (suboptimal) Mean-Squared-Er...

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