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The Annals of Statistics, ISSN 0090-5364, 8/2009, Volume 37, Issue 4, pp. 1871 - 1905
Journal Article
Journal Article
The Annals of Statistics, ISSN 0090-5364, 12/2010, Volume 38, Issue 6, pp. 3811 - 3836
Journal Article
Probability Theory and Related Fields, ISSN 0178-8051, 10/2017, Volume 169, Issue 1, pp. 523 - 564
This paper considers the problem of estimation of a low-rank matrix when most of its entries are not observed and some of the observed entries are corrupted.... 
62G05 | 62J02 | Mathematical and Computational Biology | Theoretical, Mathematical and Computational Physics | Operations Research/Decision Theory | Probability Theory and Stochastic Processes | Mathematics | Quantitative Finance | 62G35 | DECOMPOSITION | STATISTICS & PROBABILITY | OPTIMAL RATES | Sparsity | Minimax technique | Convexity | Statistics
Journal Article
Annals of Statistics, ISSN 0090-5364, 04/2017, Volume 45, Issue 2, pp. 897 - 922
Feature interactions can contribute to a large proportion of variation in many prediction models. In the era of big data, the coexistence of high... 
Distance correlation | High dimensionality | Sparsity | Multiresponse regression | Square transformation | Interaction pursuit | square transformation | multi-response regression | REDUCTION | high dimensionality | STATISTICS & PROBABILITY | sparsity | VARIABLE SELECTION | distance correlation
Journal Article
Journal of Applied Mathematics, Statistics and Informatics, ISSN 1339-0015, 12/2019, Volume 15, Issue 2, pp. 47 - 59
We are interested in comparing the performance of various nonlinear estimators of parameters of the standard nonlinear regression model. While the standard... 
62J02 | computations | 68T05 | optimization | optimal method selection | nonlinear least weighted squares | 68-04 | 62G35 | 62j02 | 68t05 | 62g35
Journal Article
Journal Article
Journal Article
Structural and Multidisciplinary Optimization, ISSN 1615-147X, 7/2019, Volume 60, Issue 1, pp. 245 - 268
In this paper, the minimization of computational cost on evaluating multidimensional integrals is explored. More specifically, a method based on an adaptive... 
Engineering | Computational Mathematics and Numerical Analysis | Efficient global optimization | Robust optimization | Stochastic kriging | Adaptive target variance | Integral minimization | Engineering Design | Theoretical and Applied Mechanics
Journal Article
The Annals of Statistics, ISSN 0090-5364, 2/2013, Volume 41, Issue 1, pp. 250 - 268
Journal Article
The Annals of Statistics, ISSN 0090-5364, 2/2015, Volume 43, Issue 1, pp. 30 - 56
We develop general theory for finding locally optimal designs in a class of single-covariate models under any differentiable optimality criterion. Yang and... 
Generalized linear model | Chebyshev system | Nonlinear model | Complete class | Locally optimal design | generalized linear model | complete class | NONLINEAR MODELS | REGRESSION-MODELS | locally optimal design | nonlinear model | STATISTICS & PROBABILITY | LA GARZA PHENOMENON | POINTS | 62J02 | 62K05
Journal Article
Electronic Journal of Statistics, ISSN 1935-7524, 2008, Volume 2, pp. 1153 - 1194
Journal Article
Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena, ISSN 0960-0779, 06/2015, Volume 75, pp. 134 - 152
Most of the known methods for estimating the fractal dimension of fractal sets are based on the evaluation of a single geometric characteristic, e.g. the... 
MULTIFRACTAL ANALYSIS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SURFACE-AREA | LACUNARITY | PHYSICS, MULTIDISCIPLINARY | MINKOWSKI FUNCTIONALS | COMPUTATION | PHYSICS, MATHEMATICAL | POLYCONVEX SETS
Journal Article
Complex Analysis and Operator Theory, ISSN 1661-8254, 9/2019, Volume 13, Issue 6, pp. 2799 - 2811
We consider the reconstruction of spike train signals of the form $$\begin{aligned} F(x) = \sum _{i=1}^d a_i \delta (x-x_i), \end{aligned}$$ F ( x ) = ∑ i = 1... 
62J02 | 42C99 | Operator Theory | Singularities | Analysis | Moments inversion | 14P10 | Non-linear models | Mathematics, general | Mathematics | 94A12 | Signal acquisition | MATHEMATICS | MATHEMATICS, APPLIED | RECONSTRUCTION | EXPONENTIALS | SUMS | Models | Algorithms
Journal Article
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