Massimiliano Pontil
Massimiliano Pontil publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Mechanics, on topics such as Neural Networks and Applications, Domain Adaptation and Few-Shot Learning and Machine Learning and Algorithms.
- World rank
- #6,570 of 1,633,909 ranked researchers
- Rank in United Kingdom
- #559 of 90,785
- Works
- 78
- Citations
- 1.4k
- Citations per work
- 18.1
What does Massimiliano Pontil research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence36% of their works
- 2Computer Vision and Pattern Recognition21% of their works
- 3Computational Mechanics8% of their works
- 4Statistics and Probability4% of their works
- 5Computer Networks and Communications4% of their works
- 6Biomedical Engineering2% of their works
Research topics
Which keywords describe Massimiliano Pontil's research?
The keywords of their largest research topics: Deep Learning, Semi-Supervised Learning, Meta-Learning, Sparse Representation, Gaussian Processes, Machine Learning, Neural Networks and Self-Organizing Maps.
- Variational Inference
- Sparse Regression
- Noisy Labels
- Face Recognition
- Transfer Learning
- Image Classification
- Compressed Sensing
- Self-Organizing Maps
- Machine Learning
- Sparse Representation
- Semi-Supervised Learning
- Deep Learning
- Meta-Learning
- Gaussian Processes
- Neural Networks
- Active Learning
- Domain Adaptation
- Signal Recovery
- Dimensionality Reduction
- Hyperparameter Optimization
- Regularization
- Variable Selection
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 Learning163 topics
- Semi-Supervised Learning122 topics
- Meta-Learning102 topics
- Sparse Representation102 topics
- Gaussian Processes92 topics
- Machine Learning92 topics
- Neural Networks71 topic
- Self-Organizing Maps71 topic
- Active Learning61 topic
- Compressed Sensing61 topic
- Domain Adaptation61 topic
- Image Classification61 topic
- Signal Recovery61 topic
- Transfer Learning61 topic
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- Hyperparameter Optimization41 topic
- Noisy Labels41 topic
- Regularization31 topic
- Sparse Regression31 topic
- Variable Selection31 topic
- Variational Inference31 topic
Where does Massimiliano Pontil work?
Massimiliano Pontil's main affiliation in the publication record is University College London, United Kingdom.
How many publications and citations does Massimiliano Pontil have?
Science Explorer counts 78 works and 1,411 citations for Massimiliano Pontil, ranking #6,570 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.