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TIME INTEGRATION OF TENSOR TRAINS

SIAM journal on numerical analysis, 2015-01, Vol.53 (2), p.917-941

2015

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Neural networks for topology optimization

Russian journal of numerical analysis and mathematical modelling, 2019-08, Vol.34 (4), p.215-223

2019

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Art of Singular Vectors and Universal Adversarial Perturbations

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.8562-8570

2018

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Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

Foundations and trends in machine learning, 2016, Vol.9 (4-5), p.249-429

2016

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A Single Image Deep Learning Approach to Restoration of Corrupted Landsat-7 Satellite Images

Sensors (Basel, Switzerland), 2022-11, Vol.22 (23), p.9273

2022

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Compress and Eliminate” Solver for Symmetric Positive Definite Sparse Matrices

SIAM journal on scientific computing, 2018-01, Vol.40 (3), p.A1742-A1762

2018

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Neural-Based Hierarchical Approach for Detailed Dominant Forest Species Classification by Multispectral Satellite Imagery

IEEE journal of selected topics in applied earth observations and remote sensing, 2021, Vol.14, p.1810-1820

2021

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Tensor-based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations

IEEE access, 2023-01, Vol.11, p.1-1

2023

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Generation of the NIR Spectral Band for Satellite Images with Convolutional Neural Networks

Sensors (Basel, Switzerland), 2021-08, Vol.21 (16), p.5646

2021

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Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition

IEEE transactions on computer-aided design of integrated circuits and systems, 2015-01, Vol.34 (1), p.63-76

2015

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Microstructure synthesis using style-based generative adversarial networks

Physical review. E, 2020-04, Vol.101 (4-1), p.043308-043308, Article 043308

2020

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Solution of the Fokker–Planck Equation by Cross Approximation Method in the Tensor Train Format

Frontiers in artificial intelligence, 2021-08, Vol.4, p.668215-668215

2021

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Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)

IEEE access, 2021, Vol.9, p.28684-28706

2021

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Regulation-based probabilistic substance quality index and automated geo-spatial modeling for water quality assessment

Scientific reports, 2021-12, Vol.11 (1), p.23822-14, Article 23822

2021

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A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks

Remote sensing (Basel, Switzerland), 2022-11, Vol.14 (22), p.5861

2022

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Local convergence of alternating low‐rank optimization methods with overrelaxation

Numerical linear algebra with applications, 2023-05, Vol.30 (3), p.n/a

2023

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Tree Species Mapping on Sentinel-2 Satellite Imagery with Weakly Supervised Classification and Object-Wise Sampling

Forests, 2021-10, Vol.12 (10), p.1413

2021

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Fitting high-dimensional potential energy surface using active subspace and tensor train (AS+TT) method

The Journal of chemical physics, 2015-11, Vol.143 (17), p.174107-174107

2015

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ALTERNATING LEAST SQUARES AS MOVING SUBSPACE CORRECTION

SIAM journal on numerical analysis, 2018-01, Vol.56 (6), p.3459-3479

2018

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Augmentation-Based Methodology for Enhancement of Trees Map Detalization on a Large Scale

Remote sensing (Basel, Switzerland), 2022-05, Vol.14 (9), p.2281

2022

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Author Correction: Employing fingerprinting of medicinal plants by means of LC-MS and machine learning for species identification task

Scientific reports, 2020-07, Vol.10 (1), p.11482-11482, Article 11482

2020

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Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives

Foundations and trends in machine learning, 2017, Vol.9 (6), p.249-429

2017

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Machine learning methods for estimation the indicators of phosphogypsum influence in soil

Journal of soils and sediments, 2019-05, Vol.19 (5), p.2265-2276

2019

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Employing fingerprinting of medicinal plants by means of LC-MS and machine learning for species identification task

Scientific reports, 2018-11, Vol.8 (1), p.17053-17053, Article 17053

2018

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Bayesian Aggregation Improves Traditional Single-Image Crop Classification Approaches

Sensors (Basel, Switzerland), 2022-11, Vol.22 (22), p.8600

2022

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TIME INTEGRATION OF TENSOR TRAINS

Neural networks for topology optimization

Art of Singular Vectors and Universal Adversarial Perturbations

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

A Single Image Deep Learning Approach to Restoration of Corrupted Landsat-7 Satellite Images

Compress and Eliminate” Solver for Symmetric Positive Definite Sparse Matrices

Neural-Based Hierarchical Approach for Detailed Dominant Forest Species Classification by Multispectral Satellite Imagery

Tensor-based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations

Generation of the NIR Spectral Band for Satellite Images with Convolutional Neural Networks

Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition

Microstructure synthesis using style-based generative adversarial networks

Solution of the Fokker–Planck Equation by Cross Approximation Method in the Tensor Train Format

Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)

Regulation-based probabilistic substance quality index and automated geo-spatial modeling for water quality assessment

A Survey of Computer Vision Techniques for Forest Characterization and Carbon Monitoring Tasks

Local convergence of alternating low‐rank optimization methods with overrelaxation

Tree Species Mapping on Sentinel-2 Satellite Imagery with Weakly Supervised Classification and Object-Wise Sampling

Fitting high-dimensional potential energy surface using active subspace and tensor train (AS+TT) method

ALTERNATING LEAST SQUARES AS MOVING SUBSPACE CORRECTION

Augmentation-Based Methodology for Enhancement of Trees Map Detalization on a Large Scale

Author Correction: Employing fingerprinting of medicinal plants by means of LC-MS and machine learning for species identification task

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives

Machine learning methods for estimation the indicators of phosphogypsum influence in soil

Employing fingerprinting of medicinal plants by means of LC-MS and machine learning for species identification task

Bayesian Aggregation Improves Traditional Single-Image Crop Classification Approaches

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