Dmitry Sokolov
Dmitry Sokolov publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Computer Vision and Pattern Recognition, on topics such as Complexity and Algorithms in Graphs, Machine Learning and Algorithms and Advanced Graph Theory Research.
- World rank
- #1,623,753 of 1,633,909 ranked researchers
- Rank in Sweden
- #16,280 of 16,333
- Works
- 15
- Citations
- 4
- Citations per work
- 0.3
What does Dmitry Sokolov research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence47% of their works
- 2Computational Theory and Mathematics35% of their works
- 3Computer Vision and Pattern Recognition6% of their works
- 4Accounting6% of their works
- 5Management Information Systems6% of their works
Research topics
Which keywords describe Dmitry Sokolov's research?
The keywords of their largest research topics: Algorithmic Applications, Approximation Algorithms, Deep Learning, Combinatorial Optimization, Complexity Theory, Machine Learning, Active Learning and Graph Theory.
- Self-Organizing Maps
- Noisy Labels
- Hyperparameter Optimization
- Compression
- Adversarial Examples
- Parameterized Complexity
- Graph Theory
- Machine Learning
- Combinatorial Optimization
- Approximation Algorithms
- Algorithmic Applications
- Deep Learning
- Complexity Theory
- Active Learning
- Neural Networks
- Semi-Supervised Learning
- Backpropagation Learning
- Homomorphic Encryption
- Identity-Based Encryption
- Robustness
- Suffix Arrays
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 21 words, with their numbers
- Algorithmic Applications52 topics
- Approximation Algorithms52 topics
- Deep Learning43 topics
- Combinatorial Optimization31 topic
- Complexity Theory31 topic
- Machine Learning32 topics
- Active Learning21 topic
- Graph Theory21 topic
- Neural Networks22 topics
- Parameterized Complexity21 topic
- Semi-Supervised Learning21 topic
- Adversarial Examples11 topic
- Backpropagation Learning11 topic
- Compression11 topic
- Homomorphic Encryption11 topic
- Hyperparameter Optimization11 topic
- Identity-Based Encryption11 topic
- Noisy Labels11 topic
- Robustness11 topic
- Self-Organizing Maps11 topic
- Suffix Arrays11 topic
Where does Dmitry Sokolov work?
Dmitry Sokolov's main affiliation in the publication record is KTH Royal Institute of Technology, Sweden.
How many publications and citations does Dmitry Sokolov have?
Science Explorer counts 15 works and 4 citations for Dmitry Sokolov, ranking #1,623,753 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.
Other researchers named Dmitry Sokolov
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