Lorenzo Rosasco
Lorenzo Rosasco publishes mostly in Artificial Intelligence, Computational Mechanics and Statistics and Probability, on topics such as Sparse and Compressive Sensing Techniques, Domain Adaptation and Few-Shot Learning and Numerical methods in inverse problems.
- World rank
- #535,589 of 1,633,909 ranked researchers
- Rank in Italy
- #19,279 of 65,712
- Works
- 100
- Citations
- 374
- Citations per work
- 3.7
What does Lorenzo Rosasco research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence32% of their works
- 2Computational Mechanics14% of their works
- 3Statistics and Probability8% of their works
- 4Computer Vision and Pattern Recognition8% of their works
- 5Mathematical Physics8% of their works
- 6Statistical and Nonlinear Physics6% of their works
Research topics
- Sparse and Compressive Sensing Techniques
- Domain Adaptation and Few-Shot Learning
- Numerical methods in inverse problems
- Statistical Methods and Inference
- Machine Learning and Data Classification
- Stochastic Gradient Optimization Techniques
- Gaussian Processes and Bayesian Inference
- Model Reduction and Neural Networks
Which keywords describe Lorenzo Rosasco's research?
The keywords of their largest research topics: Convex Optimization, Compressed Sensing, Sparse Representation, Deep Learning, Meta-Learning, Inverse Problems, Machine Learning and Domain Adaptation.
- Stochastic Gradient Descent
- Partial Differential Equations
- Gaussian Processes
- Hyperparameter Optimization
- Regularization
- Regularization Methods
- Domain Adaptation
- Inverse Problems
- Deep Learning
- Compressed Sensing
- Convex Optimization
- Sparse Representation
- Meta-Learning
- Machine Learning
- Ill-Posed Problems
- Transfer Learning
- Variable Selection
- Noisy Labels
- Model Reduction
- Random Projections
- Variational Inference
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
- Convex Optimization222 topics
- Compressed Sensing171 topic
- Sparse Representation171 topic
- Deep Learning153 topics
- Meta-Learning152 topics
- Inverse Problems142 topics
- Machine Learning102 topics
- Domain Adaptation91 topic
- Ill-Posed Problems91 topic
- Regularization Methods91 topic
- Transfer Learning91 topic
- Regularization81 topic
- Variable Selection81 topic
- Hyperparameter Optimization61 topic
- Noisy Labels61 topic
- Gaussian Processes51 topic
- Model Reduction51 topic
- Partial Differential Equations51 topic
- Random Projections51 topic
- Stochastic Gradient Descent51 topic
- Variational Inference51 topic
Where does Lorenzo Rosasco work?
Lorenzo Rosasco's main affiliation in the publication record is University of Genoa, Italy.
How many publications and citations does Lorenzo Rosasco have?
Science Explorer counts 100 works and 374 citations for Lorenzo Rosasco, ranking #535,589 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.
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