Elena Chernousova

Hypothetical Cross Validation for the Choice of Structural Parameters in Feature-Selective Support Vector Machines

David Windridge, Alexander Tatarchuk, Elena Chernousova, 2014 .

Methods of Hyperparameter Estimation in Time-Varying Regression Models with Application to Dynamic Style Analysis of Investment Portfolios

Vadim Mottl, Olga Krasotkina, Michael Markov, 2017, MLDM.

Linear Regression via Elastic Net: Non-enumerative Leave-One-Out Verification of Feature Selection

David Windridge, Vadim Mottl, Olga Krasotkina, 2014 .

Stochastic Analysis in Problems, part 1 (in Russian)

Alexander Gasnikov, Ekaterina Krymova, Nazar Buzun, 2015, 1508.03461.

Non-enumerative Cross Validation for the Determination of Structural Parameters in Feature-Selective SVMs

David Windridge, Alexander Tatarchuk, Vadim Mottl, 2014, 2014 22nd International Conference on Pattern Recognition.

About the Power Law of the PageRank Vector Component Distribution. Part 1. Numerical Methods for Finding the PageRank Vector

Elena Chernousova, A. V. Gasnikov, P. E. Dvurechensky, 2017 .