Alexander V. Bernstein

Publication Activity (10 Years)

Years Active: 2008-2018
Publications (10 Years): 10

Top Topics

Manifold Learning

Laplacian Eigenmaps

Statistical Learning

Dimensionality Reduction

Top Venues

Publications

Alexander V. Bernstein, Evgeny Burnaev, Oleg N. Kachan
Reinforcement Learning for Computer Vision and Robot Navigation. MLDM (2) (2018)
Alexander P. Kuleshov, Alexander V. Bernstein
Incremental Construction of Low-Dimensional Data Representations. ANNPR (2016)
Alexander P. Kuleshov, Alexander V. Bernstein
Extended Regression on Manifolds Estimation. COPA (2016)
Alexander P. Kuleshov, Alexander V. Bernstein
Statistical Learning on Manifold-Valued Data. MLDM (2016)
Alexander P. Kuleshov, Alexander V. Bernstein
Regression on High-Dimensional Inputs. ICDM Workshops (2016)
Alexander V. Bernstein, Alexander P. Kuleshov, Yury Yanovich
Locally isometric and conformal parameterization of image manifold. ICMV (2015)
Alexander V. Bernstein, Alexander P. Kuleshov, Yury Yanovich
Manifold Learning in Regression Tasks. SLDS (2015)
Alexander V. Bernstein, Alexander P. Kuleshov, Yury Yanovich
Information preserving and locally isometric&conformal embedding via Tangent Manifold Learning. DSAA (2015)
Alexander V. Bernstein, Alexander P. Kuleshov, Yury Yanovich
Statistical Learning via Manifold Learning. ICMLA (2015)
Alexander P. Kuleshov, Alexander V. Bernstein, Yury Agalakov
Data-Based Statistical Models of Data Networks. ICMLA (2015)
Alexander V. Bernstein, Alexander P. Kuleshov
Low-Dimensional Data Representation in Data Analysis. ANNPR (2014)
Alexander P. Kuleshov, Alexander V. Bernstein
Manifold Learning in Data Mining Tasks. MLDM (2014)
Alexander V. Bernstein, Alexander P. Kuleshov
Dimensionality Reduction in Statistical Learning. ICMLA (2014)
Alexander V. Bernstein, Alexander P. Kuleshov
Manifold Learning: Generalization Ability and Tangent Proximity. Int. J. Softw. Informatics 7 (3) (2013)
Alexander P. Kuleshov, Alexander V. Bernstein
Tangent bundle Manifold Learning for image analysis. ICMV (2013)
Alexander V. Bernstein, Alexander P. Kuleshov
Tangent Bundle Manifold Learning via Grassmann&Stiefel Eigenmaps CoRR (2012)
Alexander V. Bernstein, Alexander P. Kuleshov
Optimal filtering of a random background in image processing problems. Probl. Inf. Transm. 44 (3) (2008)