2108/361679 - 2024 -
A quantitative functional central limit theorem for shallow neural networks Marinucci, Domenico; Salvi, Michele; Vigogna, Stefano - 01 - Articolo su rivista
paper: MODERN STOCHASTICS: THEORY AND APPLICATIONS (Vilnius, Lithuania: VTeX) pp. 85-108 - issn: 2351-6054 - wos: WOS:001147624700004 (2) - scopus: 2-s2.0-85183109690 (3)
2108/361677 - 2023 -
A Case of Exponential Convergence Rates for SVM Vigogna, Stefano - 02 - Intervento a convegno
conference: 26th International Conference on Artificial Intelligence and Statistics, AISTATS 2023 (Palau de Congressos, esp)
book: Proceedings of Machine Learning Research - ()
2108/361678 - 2023 -
How many samples are needed to leverage smoothness? Vigogna, Stefano - 02 - Intervento a convegno
conference: 37th Conference on Neural Information Processing Systems, NeurIPS 2023 (Ernest N. Morial Convention Center, usa)
book: Advances in Neural Information Processing Systems - ()
2108/312262 - 2023 -
Understanding neural networks with reproducing kernel Banach spaces Vigogna, Stefano - 01 - Articolo su rivista
paper: APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS (San Diego CA: Academic Press, c1993-) pp. 194-236 - issn: 1063-5203 - wos: WOS:000861013600003 (20) - scopus: 2-s2.0-85138817009 (26)
2108/361674 - 2022 -
Multiscale regression on unknown manifolds Vigogna, Stefano - 01 - Articolo su rivista
paper: MATHEMATICS IN ENGINEERING (Springfield Missouri: AIMS Press, 2018-) pp. 1-25 - issn: 2640-3501 - wos: WOS:000798212000002 (4) - scopus: 2-s2.0-85114325099 (7)
2108/361675 - 2022 -
Multiclass Learning with Margin: Exponential Rates with No Bias-Variance Trade-Off Vigogna, Stefano - 02 - Intervento a convegno
conference: 39th International Conference on Machine Learning, ICML 2022 (usa)
book: Proceedings of Machine Learning Research - ()
2108/361676 - 2022 -
Conditional regression for single-index models Vigogna, Stefano - 01 - Articolo su rivista
paper: BERNOULLI (Voorburg; Andover: International Statistical Institute; Chapman and Hall) pp. 3051-3078 - issn: 1350-7265 - wos: WOS:000843190100035 (1) - scopus: 2-s2.0-85136285054 (4)
2108/361673 - 2021 -
Construction and Monte Carlo Estimation of Wavelet Frames Generated by a Reproducing Kernel Vigogna, Stefano - 01 - Articolo su rivista
paper: JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS (Birkhaeuser:675 Massachusetts Avenue:Cambridge, MA 02139:(617)876-2333, Fax: (617)876-1212) pp. - - issn: 1069-5869 - wos: WOS:000640511800001 (4) - scopus: 2-s2.0-85104515061 (4)
2108/361043 - 2021 -
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions Vigogna, Stefano - 02 - Intervento a convegno
conference: Advances in Neural Information Processing Systems 34 ()
book: Advances in Neural Information Processing Systems 34 (NeurIPS 2021) - (9781713845393)
2108/361672 - 2021 -
Estimating multi-index models with response-conditional least squares Vigogna, Stefano - 01 - Articolo su rivista
paper: ELECTRONIC JOURNAL OF STATISTICS (Shaker Heights, OH : Institute of Mathematical Statistics) pp. 589-629 - issn: 1935-7524 - wos: WOS:000662973300003 (4) - scopus: 2-s2.0-85099826873 (4)
2108/361670 - 2019 -
A biased kaczmarz algorithm for clustered equations Vigogna, Stefano - 02 - Intervento a convegno
conference: Statistics and Data Science: new challenges, new generations (ita)
book: Springer Proceedings in Mathematics and Statistics - (9783030211578)
2108/361671 - 2019 -
Monte Carlo wavelets: A randomized approach to frame discretization Vigogna, Stefano - 02 - Intervento a convegno
conference: 13th International Conference on Sampling Theory and Applications, SampTA 2019 (fra)
book: 2019 13th International Conference on Sampling Theory and Applications, SampTA 2019 - ()
2108/361668 - 2017 -
Geometric classification of semidirect products in the maximal parabolic subgroup of Sp (2,R) Vigogna, Stefano - 01 - Articolo su rivista
paper: ANALYSIS AND APPLICATIONS (Singapore: World Scientific, 2003-) pp. 241-259 - issn: 0219-5305 - wos: WOS:000395470900003 (0) - scopus: 2-s2.0-84960434297 (0)
2108/361046 - 2017 -
Coorbit Spaces with Voice in a Fréchet Space Vigogna, Stefano - 01 - Articolo su rivista
paper: JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS (Birkhaeuser:675 Massachusetts Avenue:Cambridge, MA 02139:(617)876-2333, Fax: (617)876-1212) pp. 141-206 - issn: 1069-5869 - wos: WOS:000393711100006 (13) - scopus: 2-s2.0-84961574373 (15)
2108/361669 - 2017 -
Continuous and discrete frames generated by the evolution flow of the Schrödinger equation Vigogna, Stefano - 01 - Articolo su rivista
paper: ANALYSIS AND APPLICATIONS (Singapore: World Scientific, 2003-) pp. 915-937 - issn: 0219-5305 - wos: WOS:000407148600006 (1) - scopus: 2-s2.0-85026754592 (2)
2108/361045 - 2016 -
Learning adaptive multiscale approximations to data and functions near low-dimensional sets Vigogna, Stefano - 02 - Intervento a convegno
conference: 2016 IEEE Information Theory Workshop (ITW) (Cambridge, UK)
book: 2016 IEEE Information Theory Workshop (ITW) - (978-1-5090-1091-2)
2108/361044 - 2015 -
Intrinsic Localization of Anisotropic Frames II: (Formula presented.)-Molecules Vigogna, Stefano - 01 - Articolo su rivista
paper: JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS (Birkhaeuser:675 Massachusetts Avenue:Cambridge, MA 02139:(617)876-2333, Fax: (617)876-1212) pp. 182-205 - issn: 1069-5869 - wos: WOS:000348275500008 (3) - scopus: 2-s2.0-84924344990 (3)