Search Results for author: Andrey Savchenko

Found 7 papers, 2 papers with code

From Variability to Stability: Advancing RecSys Benchmarking Practices

no code implementations15 Feb 2024 Valeriy Shevchenko, Nikita Belousov, Alexey Vasilev, Vladimir Zholobov, Artyom Sosedka, Natalia Semenova, Anna Volodkevich, Andrey Savchenko, Alexey Zaytsev

In the rapidly evolving domain of Recommender Systems (RecSys), new algorithms frequently claim state-of-the-art performance based on evaluations over a limited set of arbitrarily selected datasets.

Benchmarking Collaborative Filtering +1

Probabilistic Neural Network with Complex Exponential Activation Functions in Image Recognition using Deep Learning Framework

no code implementations9 Aug 2017 Andrey Savchenko

We demonstrate that in this case it is possible to implement the network with the number of neurons in the pattern layer proportional to the cubic root of the database size.

Face Recognition General Classification +1

Maximum Likelihood Directed Enumeration Method in Piecewise-Regular Object Recognition

no code implementations20 Nov 2014 Andrey Savchenko

At each step of this algorithm joint density (likelihood) of distances to previously checked models is estimated for each class.

Face Recognition Object Recognition

Cannot find the paper you are looking for? You can Submit a new open access paper.