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Nonlinear Approximation and (Deep) ReLU Networks
Daubechies, I., DeVore, R., Foucart, S., Hanin, B., Petrova, G.
Published in Constructive approximation (01.02.2022)
Published in Constructive approximation (01.02.2022)
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Polynomial Approximation of Anisotropic Analytic Functions of Several Variables
Bonito, Andrea, DeVore, Ronald, Guignard, Diane, Jantsch, Peter, Petrova, Guergana
Published in Constructive approximation (01.04.2021)
Published in Constructive approximation (01.04.2021)
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A Theoretical Analysis of Deep Neural Networks and Parametric PDEs
Kutyniok, Gitta, Petersen, Philipp, Raslan, Mones, Schneider, Reinhold
Published in Constructive approximation (01.02.2022)
Published in Constructive approximation (01.02.2022)
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Approximation Spaces of Deep Neural Networks
Gribonval, Rémi, Kutyniok, Gitta, Nielsen, Morten, Voigtlaender, Felix
Published in Constructive approximation (01.02.2022)
Published in Constructive approximation (01.02.2022)
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DNN Expression Rate Analysis of High-Dimensional PDEs: Application to Option Pricing
Elbrächter, Dennis, Grohs, Philipp, Jentzen, Arnulf, Schwab, Christoph
Published in Constructive approximation (01.02.2022)
Published in Constructive approximation (01.02.2022)
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A Simple Proof of the Restricted Isometry Property for Random Matrices
Baraniuk, Richard, Davenport, Mark, DeVore, Ronald, Wakin, Michael
Published in Constructive approximation (01.12.2008)
Published in Constructive approximation (01.12.2008)
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Semi-algebraic Approximation Using Christoffel–Darboux Kernel
Marx, Swann, Pauwels, Edouard, Weisser, Tillmann, Henrion, Didier, Lasserre, Jean Bernard
Published in Constructive approximation (01.12.2021)
Published in Constructive approximation (01.12.2021)
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Fractional Laplace Operator and Meijer G-function
Dyda, Bartłomiej, Kuznetsov, Alexey, Kwaśnicki, Mateusz
Published in Constructive approximation (01.06.2017)
Published in Constructive approximation (01.06.2017)
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Sampling Discretization of Integral Norms
Dai, F., Prymak, A., Shadrin, A., Temlyakov, V., Tikhonov, S.
Published in Constructive approximation (01.12.2021)
Published in Constructive approximation (01.12.2021)
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Analysis of Target Data-Dependent Greedy Kernel Algorithms: Convergence Rates for f-, f·P- and f/P-Greedy
Wenzel, Tizian, Santin, Gabriele, Haasdonk, Bernard
Published in Constructive approximation (01.02.2023)
Published in Constructive approximation (01.02.2023)
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