Ilja Kuzborskij
Ilja Kuzborskij publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and General Health Professions, on topics such as Stochastic Gradient Optimization Techniques, Machine Learning and ELM and Neural Networks and Applications.
- World rank
- #1,624,841 of 1,633,909 ranked researchers
- Rank in Switzerland
- #19,339 of 19,404
- Works
- 15
- Citations
- 20
- Citations per work
- 1.3
What does Ilja Kuzborskij research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence48% of their works
- 2Computer Vision and Pattern Recognition10% of their works
- 3General Health Professions7% of their works
- 4Management Science and Operations Research7% of their works
- 5Statistics and Probability7% of their works
- 6Computational Mechanics3% of their works
Research topics
Which keywords describe Ilja Kuzborskij's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Approximation Algorithms, Classification, Image Classification, Semi-Supervised Learning, Extreme Learning Machine and Feedforward Networks.
- Hyperparameter Optimization
- Self-Organizing Maps
- Machine Learning
- Domain Adaptation
- Bayesian Monte Carlo
- Active Learning
- Random Projections
- Feedforward Networks
- Semi-Supervised Learning
- Classification
- Neural Networks
- Deep Learning
- Approximation Algorithms
- Image Classification
- Extreme Learning Machine
- Meta-Learning
- Stochastic Gradient Descent
- Backpropagation Learning
- Convolutional Neural Networks
- Image Recognition
- Markov Chain
- Transfer Learning
- Noisy Labels
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 23 words, with their numbers
- Deep Learning94 topics
- Neural Networks83 topics
- Approximation Algorithms52 topics
- Classification42 topics
- Image Classification42 topics
- Semi-Supervised Learning42 topics
- Extreme Learning Machine31 topic
- Feedforward Networks31 topic
- Meta-Learning32 topics
- Random Projections31 topic
- Stochastic Gradient Descent31 topic
- Active Learning21 topic
- Backpropagation Learning21 topic
- Bayesian Monte Carlo21 topic
- Convolutional Neural Networks21 topic
- Domain Adaptation21 topic
- Image Recognition21 topic
- Machine Learning21 topic
- Markov Chain21 topic
- Self-Organizing Maps21 topic
- Transfer Learning21 topic
- Hyperparameter Optimization11 topic
- Noisy Labels11 topic
Where does Ilja Kuzborskij work?
Ilja Kuzborskij's main affiliation in the publication record is Idiap Research Institute, Switzerland.
How many publications and citations does Ilja Kuzborskij have?
Science Explorer counts 15 works and 20 citations for Ilja Kuzborskij, ranking #1,624,841 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.