Concepedia

Alexander Bernstein

AB

Statistics

Publications

12

Citations

235

H-Index

10

Active since

2012

Affiliations

Skolkovo Institute of Science and Technology(Current)

Institute for Information Transmission Problems

Alexander Bernstein is an author at Skolkovo Institute of Science and Technology specializing in computing, machine learning, and computer science.

Publications per year

2012–2023

12

Publications

12

Voxelwise 3D Convolutional and Recurrent Neural Networks for Epilepsy and Depression Diagnostics from Structural and Functional MRI Data

Marina Pominova, Alexey Artemov, Ekaterina Kondrateva et al. · 2018 · 44 citations

Computing, Computer Science, Psychiatry +17

Artificial Text Detection via Examining the Topology of Attention Maps

Laida Kushnareva, Daniil Cherniavskii, Vladislav Mikhailov et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 28 citations · Full text

Computing, Computer Science, Feature Engineering +16

Tangent Bundle Manifold Learning via Grassmann&Stiefel Eigenmaps

Alexander Bernstein, Alexander Kuleshov · arXiv (Cornell University) · 2012 · 27 citations · Full text

Computing, Computer Science, Computational Geometry +12

Conformal k-NN Anomaly Detector for Univariate Data Streams

Vladislav Ishimtsev, Ivan Nazarov, Alexander Bernstein et al. · arXiv (Cornell University) · 2017 · 26 citations · Full text

Computing, Data Science, Data Mining +16

Reinforcement learning in computer vision

Alexander Bernstein, Evgeny Burnaev · 2018 · 26 citations

Computing, Computer Science, Computer Vision +9

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