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High-Dimensional Separability for One- and Few-Shot Learning.
Gorban AN, Grechuk B, Mirkes EM, Stasenko SV, Tyukin IY. Gorban AN, et al. Among authors: tyukin iy. Entropy (Basel). 2021 Aug 22;23(8):1090. doi: 10.3390/e23081090. Entropy (Basel). 2021. PMID: 34441230 Free PMC article.
General stochastic separation theorems with optimal bounds.
Grechuk B, Gorban AN, Tyukin IY. Grechuk B, et al. Among authors: tyukin iy. Neural Netw. 2021 Jun;138:33-56. doi: 10.1016/j.neunet.2021.01.034. Epub 2021 Feb 9. Neural Netw. 2021. PMID: 33621897 Free article.
Knowledge Transfer Between Artificial Intelligence Systems.
Tyukin IY, Gorban AN, Sofeykov KI, Romanenko I. Tyukin IY, et al. Front Neurorobot. 2018 Aug 13;12:49. doi: 10.3389/fnbot.2018.00049. eCollection 2018. Front Neurorobot. 2018. PMID: 30150929 Free PMC article.
Stochastic separation theorems.
Gorban AN, Tyukin IY. Gorban AN, et al. Among authors: tyukin iy. Neural Netw. 2017 Oct;94:255-259. doi: 10.1016/j.neunet.2017.07.014. Epub 2017 Jul 31. Neural Netw. 2017. PMID: 28806718
26 results