Joan Bruna
Joan Bruna publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistical and Nonlinear Physics, on topics such as Stochastic Gradient Optimization Techniques, Model Reduction and Neural Networks and Advanced Graph Neural Networks.
- World rank
- #169,613 of 1,633,909 ranked researchers
- Rank in Switzerland
- #3,673 of 19,404
- Works
- 54
- Citations
- 310
- Citations per work
- 5.7
What does Joan Bruna research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence44% of their works
- 2Computer Vision and Pattern Recognition15% of their works
- 3Statistical and Nonlinear Physics12% of their works
- 4Computational Mechanics4% of their works
- 5Statistics and Probability4% of their works
- 6Computational Theory and Mathematics4% of their works
Research topics
Which keywords describe Joan Bruna's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Machine Learning, Representation Learning, Model Reduction, Partial Differential Equations, Random Projections and Stochastic Gradient Descent.
- Word Representation
- Topological Methods
- Robustness
- Image Synthesis
- Backpropagation Learning
- Knowledge Graph Embedding
- Stochastic Gradient Descent
- Partial Differential Equations
- Representation Learning
- Neural Networks
- Deep Learning
- Machine Learning
- Model Reduction
- Random Projections
- Graph Neural Networks
- Adversarial Examples
- Generative Adversarial Networks
- Persistent Homology
- Self-Organizing Maps
- 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 20 words, with their numbers
- Deep Learning256 topics
- Neural Networks175 topics
- Machine Learning123 topics
- Representation Learning72 topics
- Model Reduction61 topic
- Partial Differential Equations61 topic
- Random Projections61 topic
- Stochastic Gradient Descent61 topic
- Graph Neural Networks41 topic
- Knowledge Graph Embedding41 topic
- Adversarial Examples31 topic
- Backpropagation Learning31 topic
- Generative Adversarial Networks31 topic
- Image Synthesis31 topic
- Persistent Homology31 topic
- Robustness31 topic
- Self-Organizing Maps31 topic
- Topological Methods31 topic
- Machine Translation21 topic
- Word Representation21 topic
Where does Joan Bruna work?
Joan Bruna's main affiliation in the publication record is University of Applied Sciences and Arts of Southern Switzerland, Switzerland.
How many publications and citations does Joan Bruna have?
Science Explorer counts 54 works and 310 citations for Joan Bruna, ranking #169,613 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.