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journal contribution
posted on 2023-08-03, 07:03authored byA Gorban, B Grechuk, I Tyukin
Recent years have seen explosive progress in data-driven artificial intelligence (AI) systems. Many decades of the development of mathematics underpinning statistical learning theory coupled with advancements in approximation theory, numerical analysis, technology, and computing gave rise to new-generation AI transforming our life. These systems show great promise in cancer diagnostics MSG$^{+}$20, they are a part of autonomous cars 22, automated face recognition and biometrics KE21, image segmentation SBKV$^{+}$20, language processing and translation tools DZS$^{+}$22, and as such become our new reality. Availability of unprecedented volumes of data, citizens’ expectations and participation are further driving this change.
History
Author affiliation
School of Computing and Mathematical Sciences, University of Leicester