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Loss landscapes and optimization in over-parameterized non-linear systems and neural networks
Liu, Chaoyue, Zhu, Libin, Belkin, Mikhail
Published in Applied and computational harmonic analysis (01.07.2022)
Published in Applied and computational harmonic analysis (01.07.2022)
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Provable approximation properties for deep neural networks
Shaham, Uri, Cloninger, Alexander, Coifman, Ronald R.
Published in Applied and computational harmonic analysis (01.05.2018)
Published in Applied and computational harmonic analysis (01.05.2018)
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Improved spectral convergence rates for graph Laplacians on ε-graphs and k-NN graphs
Calder, Jeff, García Trillos, Nicolás
Published in Applied and computational harmonic analysis (01.09.2022)
Published in Applied and computational harmonic analysis (01.09.2022)
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Theoretical analysis of the second-order synchrosqueezing transform
Behera, Ratikanta, Meignen, Sylvain, Oberlin, Thomas
Published in Applied and computational harmonic analysis (01.09.2018)
Published in Applied and computational harmonic analysis (01.09.2018)
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Understanding neural networks with reproducing kernel Banach spaces
Bartolucci, Francesca, De Vito, Ernesto, Rosasco, Lorenzo, Vigogna, Stefano
Published in Applied and computational harmonic analysis (01.01.2023)
Published in Applied and computational harmonic analysis (01.01.2023)
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Phase retrieval from coded diffraction patterns
Candès, Emmanuel J., Li, Xiaodong, Soltanolkotabi, Mahdi
Published in Applied and computational harmonic analysis (01.09.2015)
Published in Applied and computational harmonic analysis (01.09.2015)
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High-order approximation rates for shallow neural networks with cosine and ReLU activation functions
Siegel, Jonathan W., Xu, Jinchao
Published in Applied and computational harmonic analysis (01.05.2022)
Published in Applied and computational harmonic analysis (01.05.2022)
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Vertex-frequency analysis on graphs
Shuman, David I, Ricaud, Benjamin, Vandergheynst, Pierre
Published in Applied and computational harmonic analysis (01.03.2016)
Published in Applied and computational harmonic analysis (01.03.2016)
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Data-driven spectral analysis of the Koopman operator
Korda, Milan, Putinar, Mihai, Mezić, Igor
Published in Applied and computational harmonic analysis (01.03.2020)
Published in Applied and computational harmonic analysis (01.03.2020)
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Rapid, robust, and reliable blind deconvolution via nonconvex optimization
Li, Xiaodong, Ling, Shuyang, Strohmer, Thomas, Wei, Ke
Published in Applied and computational harmonic analysis (01.11.2019)
Published in Applied and computational harmonic analysis (01.11.2019)
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A sharp upper bound for sampling numbers in L2
Dolbeault, Matthieu, Krieg, David, Ullrich, Mario
Published in Applied and computational harmonic analysis (01.03.2023)
Published in Applied and computational harmonic analysis (01.03.2023)
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Reproducing kernel Hilbert space compactification of unitary evolution groups
Das, Suddhasattwa, Giannakis, Dimitrios, Slawinska, Joanna
Published in Applied and computational harmonic analysis (01.09.2021)
Published in Applied and computational harmonic analysis (01.09.2021)
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MUSIC for single-snapshot spectral estimation: Stability and super-resolution
Liao, Wenjing, Fannjiang, Albert
Published in Applied and computational harmonic analysis (01.01.2016)
Published in Applied and computational harmonic analysis (01.01.2016)
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Synchrosqueezed wavelet transforms: An empirical mode decomposition-like tool
Daubechies, Ingrid, Lu, Jianfeng, Wu, Hau-Tieng
Published in Applied and computational harmonic analysis (01.03.2011)
Published in Applied and computational harmonic analysis (01.03.2011)
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