H. N. Mhaskar - researchr alias

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Viewing Publication 1 - 11 from 11

2020

Dimension independent bounds for general shallow networksH. N. Mhaskar. NN, 123:142-152, 2020. [doi]

A direct approach for function approximation on data defined manifoldsH. N. Mhaskar. NN, 132:253-268, 2020. [doi]

An analysis of training and generalization errors in shallow and deep networksH. N. Mhaskar, Tomaso A. Poggio. NN, 121:229-241, 2020. [doi]

2019

Function approximation with zonal function networks with activation functions analogous to the rectified linear unit functionsH. N. Mhaskar. jc, 51:1-19, 2019. [doi]

2011

Higher Order Numerical Discretization Methods with Sobolev Norm MinimizationShiv Chandrasekaran, K. R. Jayaraman, M. Gu, H. N. Mhaskar, J. Mofftt. procedia, 4:206-215, 2011. [doi]

A generalized diffusion frame for parsimonious representation of functions on data defined manifoldsH. N. Mhaskar. NN, 24(4):345-359, 2011. [doi]

2008

Localized Linear Polynomial Operators and Quadrature Formulas on the SphereQ. T. Le Gia, H. N. Mhaskar. siamnum, 47(1):440-466, 2008. [doi]

2007

Quadrature in Besov spaces on the Euclidean sphereKerstin Hesse, H. N. Mhaskar, Ian H. Sloan. jc, 23(4-6):528-552, 2007. [doi]

2006

Matrix-free Interpolation on the SphereM. Ganesh, H. N. Mhaskar. siamnum, 44(3):1314-1331, 2006. [doi]

Polynomial operators and local approximation of solutions of pseudo-differential equations on the sphereQuoc Thong Le Gia, H. N. Mhaskar. nm, 103(2):299-322, 2006. [doi]

1996

Neural Networks for Optimal Approximation of Smooth and Analytic FunctionsH. N. Mhaskar. neco, 8(1):164-177, 1996. [doi]

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