Singh, Rishabh; Principe, Jose C. Toward a kernel-based uncertainty decomposition framework for data and models. (English) Zbl 1470.62193 Neural Comput. 33, No. 5, 1164-1198 (2021). MSC: 62R40 46E22 PDFBibTeX XMLCite \textit{R. Singh} and \textit{J. C. Principe}, Neural Comput. 33, No. 5, 1164--1198 (2021; Zbl 1470.62193) Full Text: DOI arXiv
Younes, Laurent Diffeomorphic learning. (English) Zbl 07307483 J. Mach. Learn. Res. 21, Paper No. 220, 28 p. (2020). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Younes}, J. Mach. Learn. Res. 21, Paper No. 220, 28 p. (2020; Zbl 07307483) Full Text: arXiv Link
Liang, Tengyuan; Rakhlin, Alexander Just interpolate: kernel “ridgeless” regression can generalize. (English) Zbl 1453.68155 Ann. Stat. 48, No. 3, 1329-1347 (2020). MSC: 68T05 46E22 62G08 PDFBibTeX XMLCite \textit{T. Liang} and \textit{A. Rakhlin}, Ann. Stat. 48, No. 3, 1329--1347 (2020; Zbl 1453.68155) Full Text: DOI arXiv Euclid
Bietti, Alberto; Mairal, Julien Group invariance, stability to deformations, and complexity of deep convolutional representations. (English) Zbl 1483.68335 J. Mach. Learn. Res. 20, Paper No. 25, 49 p. (2019). MSC: 68T07 46E22 62B11 94A12 PDFBibTeX XMLCite \textit{A. Bietti} and \textit{J. Mairal}, J. Mach. Learn. Res. 20, Paper No. 25, 49 p. (2019; Zbl 1483.68335) Full Text: arXiv Link