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Showing results 1 to 8 of 8

1
A RANDOMIZED ALGORITHM FOR MULTIVARIATE FUNCTION APPROXIMATION

Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.3, pp.A983 - A1002, 2017

2
A RANDOMIZED TENSOR QUADRATURE METHOD FOR HIGH DIMENSIONAL POLYNOMIAL APPROXIMATION

Wu, Kailiang; Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.5, pp.A1811 - A1833, 2017

3
CORRECTING DATA CORRUPTION ERRORS FOR MULTIVARIATE FUNCTION APPROXIMATION

Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.38, no.4, pp.A2492 - A2511, 2016

4
Identification of Corrupted Data via k-Means Clustering for Function Approximation

Hou, Jun; Shin, Yeonjong; Xiu, Dongbin, CSIAM TRANSACTIONS ON APPLIED MATHEMATICS, v.2, no.1, pp.81 - 107, 2021-03

5
NONADAPTIVE QUASI-OPTIMAL POINTS SELECTION FOR LEAST SQUARES LINEAR REGRESSION

Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.38, no.1, pp.A385 - A411, 2016

6
On a near optimal sampling strategy for least squares polynomial regression

Shin, Yeonjong; Xiu, Dongbin, JOURNAL OF COMPUTATIONAL PHYSICS, v.326, pp.931 - 946, 2016-12

7
Sequential function approximation with noisy data

Shin, Yeonjong; Wu, Kailiang; Xiu, Dongbin, JOURNAL OF COMPUTATIONAL PHYSICS, v.371, pp.363 - 381, 2018-10

8
SPARSE APPROXIMATION USING l(1)-l(2) MINIMIZATION AND ITS APPLICATION TO STOCHASTIC COLLOCATION

Yan, Liang; Shin, Yeonjong; Xiu, Dongbin, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.1, pp.A229 - A254, 2017

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