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…