Constantine Caramanis
Constantine Caramanis publishes mostly in Artificial Intelligence, Computer Networks and Communications and Electrical and Electronic Engineering, on topics such as Sparse and Compressive Sensing Techniques, Machine Learning and Algorithms and Statistical Methods and Inference.
- World rank
- #8,208 of 1,633,909 ranked researchers
- Rank in United States
- #3,951 of 358,040
- Works
- 74
- Citations
- 1.2k
- Citations per work
- 16.3
What does Constantine Caramanis research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence20% of their works
- 2Computer Networks and Communications12% of their works
- 3Electrical and Electronic Engineering11% of their works
- 4Statistics and Probability9% of their works
- 5Computational Mechanics8% of their works
- 6Management Science and Operations Research7% of their works
Research topics
Which keywords describe Constantine Caramanis's research?
The keywords of their largest research topics: Convex Optimization, Deep Learning, Compressed Sensing, Sparse Representation, Active Learning, Machine Learning, Resource Allocation and Regularization.
- Stochastic Gradient Descent
- Online Algorithms
- Disease Surveillance
- Cross-Layer Optimization
- Cellular Networks
- Regularization
- Machine Learning
- Sparse Representation
- Deep Learning
- Convex Optimization
- Compressed Sensing
- Active Learning
- Resource Allocation
- Variable Selection
- Massive MIMO
- Digital Epidemiology
- Mobile Robots
- Random Projections
- Wireless Communication
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 19 words, with their numbers
- Convex Optimization102 topics
- Deep Learning92 topics
- Compressed Sensing71 topic
- Sparse Representation71 topic
- Active Learning61 topic
- Machine Learning61 topic
- Resource Allocation62 topics
- Regularization51 topic
- Variable Selection51 topic
- Cellular Networks41 topic
- Massive MIMO41 topic
- Cross-Layer Optimization31 topic
- Digital Epidemiology31 topic
- Disease Surveillance31 topic
- Mobile Robots31 topic
- Online Algorithms31 topic
- Random Projections31 topic
- Stochastic Gradient Descent31 topic
- Wireless Communication31 topic
Where does Constantine Caramanis work?
Constantine Caramanis's main affiliation in the publication record is The University of Texas at Austin, United States.
How many publications and citations does Constantine Caramanis have?
Science Explorer counts 74 works and 1,205 citations for Constantine Caramanis, ranking #8,208 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.