Liva Ralaivola
Liva Ralaivola publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Mechanics, on topics such as Sparse and Compressive Sensing Techniques, Face and Expression Recognition and Machine Learning and Algorithms.
- World rank
- #1,254,217 of 1,633,909 ranked researchers
- Rank in France
- #76,628 of 96,116
- Works
- 30
- Citations
- 45
- Citations per work
- 1.5
What does Liva Ralaivola research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence34% of their works
- 2Computer Vision and Pattern Recognition16% of their works
- 3Computational Mechanics16% of their works
- 4Statistics and Probability9% of their works
- 5Control and Systems Engineering6% of their works
- 6Computational Mathematics3% of their works
Research topics
Which keywords describe Liva Ralaivola's research?
The keywords of their largest research topics: Sparse Representation, Convex Optimization, Deep Learning, Compressed Sensing, Signal Recovery, Dimensionality Reduction, Face Recognition and Active Learning.
- Resting-State fMRI
- Causal Inference
- Anomaly Detection
- Stochastic Gradient Descent
- Random Projections
- Machine Learning
- Active Learning
- Dimensionality Reduction
- Compressed Sensing
- Convex Optimization
- Sparse Representation
- Deep Learning
- Signal Recovery
- Face Recognition
- High-Dimensional Data
- Neural Networks
- Regularization
- Variable Selection
- Bayesian Networks
- Functional Connectivity
- Unsupervised
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
- Sparse Representation92 topics
- Convex Optimization72 topics
- Deep Learning63 topics
- Compressed Sensing51 topic
- Signal Recovery51 topic
- Dimensionality Reduction41 topic
- Face Recognition41 topic
- Active Learning31 topic
- High-Dimensional Data32 topics
- Machine Learning31 topic
- Neural Networks32 topics
- Random Projections21 topic
- Regularization21 topic
- Stochastic Gradient Descent21 topic
- Variable Selection21 topic
- Anomaly Detection11 topic
- Bayesian Networks11 topic
- Causal Inference11 topic
- Functional Connectivity11 topic
- Resting-State fMRI11 topic
- Unsupervised11 topic
Where does Liva Ralaivola work?
Liva Ralaivola's main affiliation in the publication record is Laboratoire d’Informatique Fondamentale de Marseille, France.
How many publications and citations does Liva Ralaivola have?
Science Explorer counts 30 works and 45 citations for Liva Ralaivola, ranking #1,254,217 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.