3 papers
cs.LG2026
When fractional quasi p-norms concentrate
Ivan Y. Tyukin, Bogdan Grechuk, Evgeny M. Mirkes +1
Concentration of distances in high dimension is an important factor for the development and design of stable and reliable data analysis algorithms. In this paper, we address the fu…
nlin.CD2024
Minimal cover of high-dimensional chaotic attractors by embedded recurrent patterns
Daniel L. Crane, Ruslan L. Davidchack, Alexander N. Gorban
We propose a general method for constructing a minimal cover of high-dimensional chaotic attractors by embedded unstable recurrent patterns. By minimal cover we mean a subset of av…
cs.LG2024
What is Hiding in Medicine's Dark Matter? Learning with Missing Data in Medical Practices
Neslihan Suzen, Evgeny M. Mirkes, Damian Roland +3
Electronic patient records (EPRs) produce a wealth of data but contain significant missing information. Understanding and handling this missing data is an important part of clinica…