El Houcine Bergou
El Houcine Bergou publishes mostly in Artificial Intelligence, Statistics and Probability and Computer Networks and Communications, on topics such as Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques and Statistical Methods and Inference.
- World rank
- #1,461,021 of 1,633,909 ranked researchers
- Rank in Morocco
- #1,462 of 2,015
- Works
- 24
- Citations
- 43
- Citations per work
- 1.8
What does El Houcine Bergou research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence30% of their works
- 2Statistics and Probability11% of their works
- 3Computer Networks and Communications9% of their works
- 4Computational Mechanics9% of their works
- 5Information Systems7% of their works
- 6Computer Vision and Pattern Recognition7% of their works
Research topics
- Stochastic Gradient Optimization Techniques
- Sparse and Compressive Sensing Techniques
- Statistical Methods and Inference
- Brain Tumor Detection and Classification
- Privacy-Preserving Technologies in Data
- Domain Adaptation and Few-Shot Learning
- Matrix Theory and Algorithms
- Advanced Optimization Algorithms Research
Which keywords describe El Houcine Bergou's research?
The keywords of their largest research topics: Convex Optimization, Deep Learning, Random Projections, Stochastic Gradient Descent, Compressed Sensing, Machine Learning, Sparse Representation and Transfer Learning.
- Semidefinite Programming
- Numerical Linear Algebra
- MRI
- Federated Learning
- Differential Privacy
- Variable Selection
- Transfer Learning
- Machine Learning
- Stochastic Gradient Descent
- Deep Learning
- Convex Optimization
- Random Projections
- Compressed Sensing
- Sparse Representation
- Regularization
- Brain Tumor
- Domain Adaptation
- Few-Shot Learning
- Matrix Computations
- Optimization Software
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
- Convex Optimization123 topics
- Deep Learning82 topics
- Random Projections61 topic
- Stochastic Gradient Descent61 topic
- Compressed Sensing41 topic
- Machine Learning42 topics
- Sparse Representation41 topic
- Transfer Learning42 topics
- Regularization31 topic
- Variable Selection31 topic
- Brain Tumor21 topic
- Differential Privacy21 topic
- Domain Adaptation21 topic
- Federated Learning21 topic
- Few-Shot Learning21 topic
- MRI21 topic
- Matrix Computations21 topic
- Numerical Linear Algebra21 topic
- Optimization Software21 topic
- Semidefinite Programming21 topic
Where does El Houcine Bergou work?
El Houcine Bergou's main affiliation in the publication record is Université Mohammed VI Polytechnique, Morocco.
How many publications and citations does El Houcine Bergou have?
Science Explorer counts 24 works and 43 citations for El Houcine Bergou, ranking #1,461,021 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.