Michalis K. Titsias
Michalis K. Titsias publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistics and Probability, on topics such as Gaussian Processes and Bayesian Inference, Bayesian Methods and Mixture Models and Generative Adversarial Networks and Image Synthesis.
- World rank
- #91,201 of 1,633,909 ranked researchers
- Rank in Greece
- #224 of 7,348
- Works
- 25
- Citations
- 481
- Citations per work
- 19.2
What does Michalis K. Titsias research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence64% of their works
- 2Computer Vision and Pattern Recognition25% of their works
- 3Statistics and Probability7% of their works
- 4Control and Systems Engineering4% of their works
Research topics
- Gaussian Processes and Bayesian Inference
- Bayesian Methods and Mixture Models
- Generative Adversarial Networks and Image Synthesis
- Domain Adaptation and Few-Shot Learning
- Machine Learning and Data Classification
- Machine Learning and Algorithms
- Anomaly Detection Techniques and Applications
- Advanced Image and Video Retrieval Techniques
Which keywords describe Michalis K. Titsias's research?
The keywords of their largest research topics: Deep Learning, Bayesian Inference, Variational Inference, Gaussian Processes, Machine Learning, Probabilistic Models, Sparse Regression and Representation Learning.
- Unsupervised
- Feature Matching
- Transfer Learning
- Image Classification
- Domain Adaptation
- Semi-Supervised Learning
- Meta-Learning
- Generative Adversarial Networks
- Neural Networks
- Representation Learning
- Probabilistic Models
- Gaussian Processes
- Bayesian Inference
- Deep Learning
- Variational Inference
- Machine Learning
- Sparse Regression
- Unsupervised Learning
- Clustering
- Image Synthesis
- Mixture Models
- Active Learning
- Hyperparameter Optimization
- Noisy Labels
- Anomaly Detection
- Local Descriptors
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 26 words, with their numbers
- Deep Learning155 topics
- Bayesian Inference112 topics
- Variational Inference112 topics
- Gaussian Processes92 topics
- Machine Learning92 topics
- Probabilistic Models71 topic
- Sparse Regression71 topic
- Representation Learning62 topics
- Unsupervised Learning62 topics
- Neural Networks52 topics
- Clustering41 topic
- Generative Adversarial Networks41 topic
- Image Synthesis41 topic
- Meta-Learning42 topics
- Mixture Models41 topic
- Semi-Supervised Learning42 topics
- Active Learning21 topic
- Domain Adaptation21 topic
- Hyperparameter Optimization21 topic
- Image Classification21 topic
- Noisy Labels21 topic
- Transfer Learning21 topic
- Anomaly Detection11 topic
- Feature Matching11 topic
- Local Descriptors11 topic
- Unsupervised11 topic
Where does Michalis K. Titsias work?
Michalis K. Titsias's main affiliation in the publication record is Athens University of Economics and Business, Greece.
How many publications and citations does Michalis K. Titsias have?
Science Explorer counts 25 works and 481 citations for Michalis K. Titsias, ranking #91,201 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.