Pavel Izmailov
Pavel Izmailov publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing, on topics such as Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning and Machine Learning and Algorithms.
- World rank
- #296,427 of 1,633,909 ranked researchers
- Rank in Russia
- #1,422 of 28,789
- Works
- 18
- Citations
- 247
- Citations per work
- 13.7
What does Pavel Izmailov research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence70% of their works
- 2Computer Vision and Pattern Recognition18% of their works
- 3Signal Processing4% of their works
- 4Computational Theory and Mathematics4% of their works
- 5Materials Chemistry4% of their works
Research topics
Which keywords describe Pavel Izmailov's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Semi-Supervised Learning, Unsupervised Learning, Gaussian Processes, Adversarial Examples and Domain Adaptation.
- Word Representation
- Self-Organizing Maps
- Machine Translation
- Variational Inference
- Image Synthesis
- Generative Adversarial Networks
- Transfer Learning
- Domain Adaptation
- Gaussian Processes
- Semi-Supervised Learning
- Machine Learning
- Deep Learning
- Neural Networks
- Unsupervised Learning
- Adversarial Examples
- Robustness
- Active Learning
- Image Classification
- Sparse Regression
- Backpropagation Learning
- Neural Machine Translation
- Statistical Machine Translation
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 22 words, with their numbers
- Deep Learning105 topics
- Machine Learning73 topics
- Neural Networks74 topics
- Semi-Supervised Learning52 topics
- Unsupervised Learning52 topics
- Gaussian Processes42 topics
- Adversarial Examples31 topic
- Domain Adaptation31 topic
- Robustness31 topic
- Transfer Learning31 topic
- Active Learning21 topic
- Generative Adversarial Networks21 topic
- Image Classification21 topic
- Image Synthesis21 topic
- Sparse Regression21 topic
- Variational Inference21 topic
- Backpropagation Learning11 topic
- Machine Translation11 topic
- Neural Machine Translation11 topic
- Self-Organizing Maps11 topic
- Statistical Machine Translation11 topic
- Word Representation11 topic
Where does Pavel Izmailov work?
Pavel Izmailov's main affiliation in the publication record is National Research University Higher School of Economics, Russia.
How many publications and citations does Pavel Izmailov have?
Science Explorer counts 18 works and 247 citations for Pavel Izmailov, ranking #296,427 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.