Carles Domingo-Enrich
Carles Domingo-Enrich publishes mostly in Artificial Intelligence, Statistics and Probability and Computer Vision and Pattern Recognition, on topics such as Stochastic Gradient Optimization Techniques, Generative Adversarial Networks and Image Synthesis and Markov Chains and Monte Carlo Methods.
- World rank
- #1,627,730 of 1,633,909 ranked researchers
- Rank in Switzerland
- #19,351 of 19,404
- Works
- 15
- Citations
- 5
- Citations per work
- 0.3
What does Carles Domingo-Enrich research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence39% of their works
- 2Statistics and Probability11% of their works
- 3Computer Vision and Pattern Recognition11% of their works
- 4Statistical and Nonlinear Physics11% of their works
- 5Information Systems11% of their works
- 6Materials Chemistry6% of their works
Research topics
- Stochastic Gradient Optimization Techniques
- Generative Adversarial Networks and Image Synthesis
- Markov Chains and Monte Carlo Methods
- Model Reduction and Neural Networks
- Privacy-Preserving Technologies in Data
- Cryptography and Data Security
- Adversarial Robustness in Machine Learning
- Reinforcement Learning in Robotics
Which keywords describe Carles Domingo-Enrich's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Approximation Algorithms, Inverse Problems, Machine Learning, Random Projections, Stochastic Gradient Descent and Bayesian Monte Carlo.
- Robotics
- Identity-Based Encryption
- Federated Learning
- Adversarial Examples
- Model Reduction
- Image Synthesis
- Bayesian Monte Carlo
- Random Projections
- Inverse Problems
- Neural Networks
- Deep Learning
- Approximation Algorithms
- Machine Learning
- Stochastic Gradient Descent
- Generative Adversarial Networks
- Markov Chain
- Partial Differential Equations
- Differential Privacy
- Homomorphic Encryption
- Reinforcement Learning
- Robustness
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
- Deep Learning95 topics
- Neural Networks74 topics
- Approximation Algorithms52 topics
- Inverse Problems42 topics
- Machine Learning43 topics
- Random Projections31 topic
- Stochastic Gradient Descent31 topic
- Bayesian Monte Carlo21 topic
- Generative Adversarial Networks21 topic
- Image Synthesis21 topic
- Markov Chain21 topic
- Model Reduction21 topic
- Partial Differential Equations21 topic
- Adversarial Examples11 topic
- Differential Privacy11 topic
- Federated Learning11 topic
- Homomorphic Encryption11 topic
- Identity-Based Encryption11 topic
- Reinforcement Learning11 topic
- Robotics11 topic
- Robustness11 topic
Where does Carles Domingo-Enrich work?
Carles Domingo-Enrich's main affiliation in the publication record is University of Applied Sciences and Arts of Southern Switzerland, Switzerland.
How many publications and citations does Carles Domingo-Enrich have?
Science Explorer counts 15 works and 5 citations for Carles Domingo-Enrich, ranking #1,627,730 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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