Aaron Defazio
Aaron Defazio publishes mostly in Artificial Intelligence, Computational Mechanics and Radiology, Nuclear Medicine and Imaging, on topics such as Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques and Medical Imaging Techniques and Applications.
- World rank
- #1,456,698 of 1,633,909 ranked researchers
- Rank in Israel
- #7,930 of 8,450
- Works
- 19
- Citations
- 52
- Citations per work
- 2.7
What does Aaron Defazio 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
- 2Computational Mechanics14% of their works
- 3Radiology, Nuclear Medicine and Imaging11% of their works
- 4Statistics and Probability9% of their works
- 5Numerical Analysis6% of their works
- 6Management Science and Operations Research6% of their works
Research topics
- Stochastic Gradient Optimization Techniques
- Sparse and Compressive Sensing Techniques
- Medical Imaging Techniques and Applications
- Machine Learning and Algorithms
- Markov Chains and Monte Carlo Methods
- Advanced Bandit Algorithms Research
- Metabolomics and Mass Spectrometry Studies
- Evolutionary Algorithms and Applications
Which keywords describe Aaron Defazio's research?
The keywords of their largest research topics: Convex Optimization, Approximation Algorithms, Deep Learning, Random Projections, Stochastic Gradient Descent, Compressed Sensing, Sparse Representation and Imaging.
- Metabolomics
- Genetic Programming
- Semi-Supervised Learning
- Bayesian Optimization
- Bandit Optimization
- PET/CT
- Imaging
- Compressed Sensing
- Random Projections
- Approximation Algorithms
- Convex Optimization
- Deep Learning
- Stochastic Gradient Descent
- Sparse Representation
- Machine Learning
- Active Learning
- Bayesian Monte Carlo
- Markov Chain
- Classification
- Mass Spectrometry
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 Optimization133 topics
- Approximation Algorithms82 topics
- Deep Learning82 topics
- Random Projections61 topic
- Stochastic Gradient Descent61 topic
- Compressed Sensing51 topic
- Sparse Representation51 topic
- Imaging31 topic
- Machine Learning32 topics
- PET/CT31 topic
- Active Learning21 topic
- Bandit Optimization21 topic
- Bayesian Monte Carlo21 topic
- Bayesian Optimization21 topic
- Markov Chain21 topic
- Semi-Supervised Learning21 topic
- Classification11 topic
- Genetic Programming11 topic
- Mass Spectrometry11 topic
- Metabolomics11 topic
Where does Aaron Defazio work?
Aaron Defazio's main affiliation in the publication record is Meta (Israel), Israel.
How many publications and citations does Aaron Defazio have?
Science Explorer counts 19 works and 52 citations for Aaron Defazio, ranking #1,456,698 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.