no code implementations • 16 Jul 2017 • Michail Schlesinger, Evgeniy Vodolazskiy
The article is devoted to the problem of small learning samples in machine learning.
no code implementations • 29 Sep 2015 • Michail Schlesinger, Evgeniy Vodolazskiy
We show that some widely used approaches to recognition and learning are improper in this sense.
no code implementations • 23 Jul 2014 • Michail Schlesinger, Boris Flach, Evgeniy Vodolazskiy
The article studies the problem of finding d most admissible solutions for a given d. A tractable subclass of these problems is defined by the concepts of invariants and polymorphisms similar to the classic constraint satisfaction approach.