Alberto González-Sanz
Alberto González-Sanz publishes mostly in Artificial Intelligence, Statistics and Probability and Applied Mathematics, on topics such as Adversarial Robustness in Machine Learning, Bayesian Methods and Mixture Models and Stochastic Gradient Optimization Techniques.
- World rank
- #1,619,801 of 1,633,909 ranked researchers
- Rank in France
- #95,310 of 96,116
- Works
- 16
- Citations
- 15
- Citations per work
- 0.9
What does Alberto González-Sanz 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
- 2Statistics and Probability28% of their works
- 3Applied Mathematics16% of their works
- 4Statistics, Probability and Uncertainty8% of their works
- 5Computer Vision and Pattern Recognition4% of their works
- 6Control and Systems Engineering4% of their works
Research topics
- Adversarial Robustness in Machine Learning
- Bayesian Methods and Mixture Models
- Stochastic Gradient Optimization Techniques
- Point processes and geometric inequalities
- Advanced Statistical Methods and Models
- Statistical Methods and Inference
- Markov Chains and Monte Carlo Methods
- Probabilistic and Robust Engineering Design
Which keywords describe Alberto González-Sanz's research?
The keywords of their largest research topics: Approximation Algorithms, Deep Learning, Model Selection, Neural Networks, Adversarial Examples, Bayesian Monte Carlo, Clustering and Markov Chain.
- Variable Selection
- Stochastic Gradient Descent
- Sensitivity Analysis
- Regularization
- Random Projections
- Multicollinearity
- Markov Chain
- Bayesian Monte Carlo
- Neural Networks
- Deep Learning
- Approximation Algorithms
- Model Selection
- Adversarial Examples
- Clustering
- Mixture Models
- Point Processes
- Regression Analysis
- Robustness
- Spatstat
- Uncertainty Quantification
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
- Approximation Algorithms42 topics
- Deep Learning42 topics
- Model Selection42 topics
- Neural Networks42 topics
- Adversarial Examples21 topic
- Bayesian Monte Carlo21 topic
- Clustering21 topic
- Markov Chain21 topic
- Mixture Models21 topic
- Multicollinearity21 topic
- Point Processes21 topic
- Random Projections21 topic
- Regression Analysis21 topic
- Regularization21 topic
- Robustness21 topic
- Sensitivity Analysis21 topic
- Spatstat21 topic
- Stochastic Gradient Descent21 topic
- Uncertainty Quantification21 topic
- Variable Selection21 topic
Where does Alberto González-Sanz work?
Alberto González-Sanz's main affiliation in the publication record is Institut de Mathématiques de Toulouse, France.
How many publications and citations does Alberto González-Sanz have?
Science Explorer counts 16 works and 15 citations for Alberto González-Sanz, ranking #1,619,801 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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