Ivan Oseledets
Ivan Oseledets publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Mathematics, on topics such as Tensor decomposition and applications, Electromagnetic Scattering and Analysis and Model Reduction and Neural Networks.
- World rank
- #426,550 of 1,633,909 ranked researchers
- Rank in Russia
- #2,239 of 28,789
- Works
- 134
- Citations
- 420
- Citations per work
- 3.1
What does Ivan Oseledets research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition15% of their works
- 2Artificial Intelligence15% of their works
- 3Computational Mathematics8% of their works
- 4Computational Theory and Mathematics6% of their works
- 5Atomic and Molecular Physics, and Optics6% of their works
- 6Statistical and Nonlinear Physics5% of their works
Research topics
- Tensor decomposition and applications
- Electromagnetic Scattering and Analysis
- Model Reduction and Neural Networks
- Advanced Neural Network Applications
- Adversarial Robustness in Machine Learning
- Matrix Theory and Algorithms
- Generative Adversarial Networks and Image Synthesis
- Image and Signal Denoising Methods
Which keywords describe Ivan Oseledets's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Multilinear Algebra, Tensor Decomposition, Neural Networks, Convolutional Neural Networks, Electromagnetic Scattering and Integral Equation Methods.
- Sparse Representations
- Robustness
- Matrix Computations
- Generative Adversarial Networks
- Object Detection
- Partial Differential Equations
- Integral Equation Methods
- Convolutional Neural Networks
- Tensor Decomposition
- Machine Learning
- Deep Learning
- Multilinear Algebra
- Neural Networks
- Electromagnetic Scattering
- Model Reduction
- Image Recognition
- Adversarial Examples
- Image Synthesis
- Numerical Linear Algebra
- Image Denoising
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.
All 20 words, with their numbers
- Deep Learning275 topics
- Machine Learning263 topics
- Multilinear Algebra131 topic
- Tensor Decomposition131 topic
- Neural Networks102 topics
- Convolutional Neural Networks92 topics
- Electromagnetic Scattering91 topic
- Integral Equation Methods91 topic
- Model Reduction81 topic
- Partial Differential Equations81 topic
- Image Recognition61 topic
- Object Detection61 topic
- Adversarial Examples51 topic
- Generative Adversarial Networks51 topic
- Image Synthesis51 topic
- Matrix Computations51 topic
- Numerical Linear Algebra51 topic
- Robustness51 topic
- Image Denoising31 topic
- Sparse Representations31 topic
Where does Ivan Oseledets work?
Ivan Oseledets's main affiliation in the publication record is Skolkovo Institute of Science and Technology, Russia.
How many publications and citations does Ivan Oseledets have?
Science Explorer counts 134 works and 420 citations for Ivan Oseledets, ranking #426,550 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
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