Agliari, Elena; Albanese, Linda; Alemanno, Francesco; Alessandrelli, Andrea; Barra, Adriano; Giannotti, Fosca; Lotito, Daniele; Pedreschi, Dino Dense Hebbian neural networks: a replica symmetric picture of supervised learning. (English) Zbl 07735666 Physica A 626, Article ID 129076, 29 p. (2023). MSC: 82-XX PDFBibTeX XMLCite \textit{E. Agliari} et al., Physica A 626, Article ID 129076, 29 p. (2023; Zbl 07735666) Full Text: DOI arXiv
Vargas, Francisco; Ovsianas, Andrius; Fernandes, David; Girolami, Mark; Lawrence, Neil D.; Nüsken, Nikolas Bayesian learning via neural Schrödinger-Föllmer flows. (English) Zbl 1499.62036 Stat. Comput. 33, No. 1, Paper No. 3, 22 p. (2023). MSC: 62-08 62F15 68T07 PDFBibTeX XMLCite \textit{F. Vargas} et al., Stat. Comput. 33, No. 1, Paper No. 3, 22 p. (2023; Zbl 1499.62036) Full Text: DOI arXiv
Grabovoy, A. V.; Strijov, V. V. Probabilistic interpretation of the distillation problem. (English. Russian original) Zbl 1485.93093 Autom. Remote Control 83, No. 1, 123-137 (2022); translation from Avtom. Telemekh. 2022, No. 1, 150-168 (2022). MSC: 93B11 93E03 PDFBibTeX XMLCite \textit{A. V. Grabovoy} and \textit{V. V. Strijov}, Autom. Remote Control 83, No. 1, 123--137 (2022; Zbl 1485.93093); translation from Avtom. Telemekh. 2022, No. 1, 150--168 (2022) Full Text: DOI
Chen, Qipin; Hao, Wenrui; He, Juncai A weight initialization based on the linear product structure for neural networks. (English) Zbl 1510.68092 Appl. Math. Comput. 415, Article ID 126722, 15 p. (2022). MSC: 68T07 PDFBibTeX XMLCite \textit{Q. Chen} et al., Appl. Math. Comput. 415, Article ID 126722, 15 p. (2022; Zbl 1510.68092) Full Text: DOI arXiv
Liao, Zhenyu; Couillet, Romain; Mahoney, Michael W. A random matrix analysis of random Fourier features: beyond the Gaussian kernel, a precise phase transition, and the corresponding double descent. (English) Zbl 07451716 J. Stat. Mech. Theory Exp. 2021, No. 12, Article ID 124006, 38 p. (2021). MSC: 82-XX PDFBibTeX XMLCite \textit{Z. Liao} et al., J. Stat. Mech. Theory Exp. 2021, No. 12, Article ID 124006, 38 p. (2021; Zbl 07451716) Full Text: DOI arXiv HAL
Pellegrini, Franco; Biroli, Giulio An analytic theory of shallow networks dynamics for hinge loss classification. (English) Zbl 07451715 J. Stat. Mech. Theory Exp. 2021, No. 12, Article ID 124005, 14 p. (2021). MSC: 82-XX PDFBibTeX XMLCite \textit{F. Pellegrini} and \textit{G. Biroli}, J. Stat. Mech. Theory Exp. 2021, No. 12, Article ID 124005, 14 p. (2021; Zbl 07451715) Full Text: DOI arXiv
Baskerville, Nicholas P.; Keating, Jonathan P.; Mezzadri, Francesco; Najnudel, Joseph The loss surfaces of neural networks with general activation functions. (English) Zbl 07398345 J. Stat. Mech. Theory Exp. 2021, No. 6, Article ID 064001, 71 p. (2021). MSC: 82-XX PDFBibTeX XMLCite \textit{N. P. Baskerville} et al., J. Stat. Mech. Theory Exp. 2021, No. 6, Article ID 064001, 71 p. (2021; Zbl 07398345) Full Text: DOI arXiv
Wu, Bijiao; Wang, Dingheng; Zhao, Guangshe; Deng, Lei; Li, Guoqi Hybrid tensor decomposition in neural network compression. (English) Zbl 1475.68325 Neural Netw. 132, 309-320 (2020). MSC: 68T07 15A23 15A69 PDFBibTeX XMLCite \textit{B. Wu} et al., Neural Netw. 132, 309--320 (2020; Zbl 1475.68325) Full Text: DOI arXiv
Kumar, Sandeep; Ying, Jiaxi; Cardoso, José Vinícius de M.; Palomar, Daniel P. A unified framework for structured graph learning via spectral constraints. (English) Zbl 1498.68246 J. Mach. Learn. Res. 21, Paper No. 22, 60 p. (2020). MSC: 68T05 05C50 62H12 62H22 62H30 68R10 PDFBibTeX XMLCite \textit{S. Kumar} et al., J. Mach. Learn. Res. 21, Paper No. 22, 60 p. (2020; Zbl 1498.68246) Full Text: arXiv Link
Shang, Fanhua; Jiao, L. C.; Shi, Jiarong; Gong, Maoguo; Shang, R. H. Fast density-weighted low-rank approximation spectral clustering. (English) Zbl 1235.68187 Data Min. Knowl. Discov. 23, No. 2, 345-378 (2011). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{F. Shang} et al., Data Min. Knowl. Discov. 23, No. 2, 345--378 (2011; Zbl 1235.68187) Full Text: DOI
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Weng, Juyang; Luwang, Tianyu; Lu, Hong; Xue, Xiangyang Multilayer in-place learning networks for modeling functional layers in the laminar cortex. (English) Zbl 1254.91703 Neural Netw. 21, No. 2-3, 150-159 (2008). MSC: 91E40 68T05 92C20 92B20 PDFBibTeX XMLCite \textit{J. Weng} et al., Neural Netw. 21, No. 2--3, 150--159 (2008; Zbl 1254.91703) Full Text: DOI