2 papers
cs.LG2017
Minimax deviation strategies for machine learning and recognition with short learning samples
Michail Schlesinger, Evgeniy Vodolazskiy
The article is devoted to the problem of small learning samples in machine learning. The flaws of maximum likelihood learning and minimax learning are looked into and the concept o…
cs.CG2015
Frechet similarity of closed polygonal curves
M. Schlesinger, E. Vodolazskiy, V. Yakovenko
The article analyzes similarity of closed polygonal curves with respect to the Frechet metric, which is stronger than the well-known Hausdorff metric and therefore is more appropri…