Kim-Chuan Toh
Kim-Chuan Toh publishes mostly in Computational Theory and Mathematics, Numerical Analysis and Computational Mechanics, on topics such as Advanced Optimization Algorithms Research, Sparse and Compressive Sensing Techniques and Optimization and Variational Analysis.
- World rank
- #110,421 of 7,710,434 ranked researchers
- Rank in Singapore
- #713 of 23,642
- Works
- 276
- Citations
- 11k
- Citations per work
- 40.1
What does Kim-Chuan Toh research?
Kim-Chuan Toh's work is mostly in Computer Science (32%), Mathematics (25%), Engineering (19%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences20975.7%
- Computer Science8831.9%
- Mathematics6824.7%
- Engineering5319.1%
- Everything else6724.3%
- 1Computational Theory and Mathematics22% of their works
- 2Numerical Analysis22% of their works
- 3Computational Mechanics19% of their works
- 4Artificial Intelligence7% of their works
- 5Computer Vision and Pattern Recognition3% of their works
- 6Statistics and Probability3% of their works
Research topics
Which keywords describe Kim-Chuan Toh's research?
The keywords of their largest research topics: Convex Optimization, Optimization Software, Semidefinite Programming, Compressed Sensing, Sparse Representation, Iterative Algorithms, Nonlinear Operators and Matrix Computations.
- Inverse Problems
- Risk Management
- Regularization
- Random Projections
- Matrix Computations
- Iterative Algorithms
- Compressed Sensing
- Optimization Software
- Convex Optimization
- Semidefinite Programming
- Sparse Representation
- Nonlinear Operators
- Numerical Linear Algebra
- Stochastic Gradient Descent
- Variable Selection
- Robust Optimization
- Regularization Methods
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 17 words, with their numbers
- Convex Optimization3444 topics
- Optimization Software1651 topic
- Semidefinite Programming1651 topic
- Compressed Sensing1361 topic
- Sparse Representation1361 topic
- Iterative Algorithms681 topic
- Nonlinear Operators681 topic
- Matrix Computations631 topic
- Numerical Linear Algebra631 topic
- Random Projections271 topic
- Stochastic Gradient Descent271 topic
- Regularization191 topic
- Variable Selection191 topic
- Risk Management161 topic
- Robust Optimization161 topic
- Inverse Problems151 topic
- Regularization Methods151 topic
Where does Kim-Chuan Toh work?
Kim-Chuan Toh's main affiliation in the publication record is National University of Singapore, Singapore.
How many publications and citations does Kim-Chuan Toh have?
OpenAlex counts 276 works and 11,069 citations for Kim-Chuan Toh, an h-index of 47, ranking #110,421 of 7,710,434 researchers worldwide on the quality 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.
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