Alexandre d’Aspremont
Alexandre d’Aspremont publishes mostly in Artificial Intelligence, Computational Mechanics and Numerical Analysis, on topics such as Sparse and Compressive Sensing Techniques, Advanced Optimization Algorithms Research and Stochastic Gradient Optimization Techniques.
- World rank
- #194,041 of 1,633,909 ranked researchers
- Rank in France
- #10,219 of 96,116
- Works
- 52
- Citations
- 342
- Citations per work
- 6.6
What does Alexandre d’Aspremont research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence22% of their works
- 2Computational Mechanics14% of their works
- 3Numerical Analysis9% of their works
- 4Molecular Biology7% of their works
- 5Signal Processing6% of their works
- 6Computer Vision and Pattern Recognition6% of their works
Research topics
Which keywords describe Alexandre d’Aspremont's research?
The keywords of their largest research topics: Convex Optimization, Sparse Representation, Compressed Sensing, Signal Recovery, Deep Learning, Optimization Software, Semidefinite Programming and Machine Learning.
- Transcription
- Protein
- Hyperparameter Optimization
- Semi-Supervised Learning
- Blind Separation
- Stochastic Gradient Descent
- Machine Learning
- Optimization Software
- Signal Recovery
- Sparse Representation
- Convex Optimization
- Compressed Sensing
- Deep Learning
- Semidefinite Programming
- Random Projections
- Active Learning
- Independent Component Analysis
- Chromatin
- Noisy Labels
- Subcellular Localization
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 Optimization213 topics
- Sparse Representation132 topics
- Compressed Sensing101 topic
- Signal Recovery101 topic
- Deep Learning82 topics
- Optimization Software61 topic
- Semidefinite Programming61 topic
- Machine Learning52 topics
- Random Projections51 topic
- Stochastic Gradient Descent51 topic
- Active Learning31 topic
- Blind Separation31 topic
- Independent Component Analysis31 topic
- Semi-Supervised Learning31 topic
- Chromatin21 topic
- Hyperparameter Optimization21 topic
- Noisy Labels21 topic
- Protein21 topic
- Subcellular Localization21 topic
- Transcription21 topic
Where does Alexandre d’Aspremont work?
Alexandre d’Aspremont's main affiliation in the publication record is École Normale Supérieure - PSL, France.
How many publications and citations does Alexandre d’Aspremont have?
Science Explorer counts 52 works and 342 citations for Alexandre d’Aspremont, ranking #194,041 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.