Kim-Chuan Toh
Kim-Chuan Toh publishes mostly in Numerical Analysis, Computational Theory and Mathematics and Computational Mechanics, on topics such as Advanced Optimization Algorithms Research, Sparse and Compressive Sensing Techniques and Matrix Theory and Algorithms.
- World rank
- #36,704 of 1,633,909 ranked researchers
- Rank in Singapore
- #123 of 5,048
- Works
- 75
- Citations
- 826
- Citations per work
- 11.0
What does Kim-Chuan Toh research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Numerical Analysis20% of their works
- 2Computational Theory and Mathematics19% of their works
- 3Computational Mechanics18% of their works
- 4Artificial Intelligence11% of their works
- 5Computer Vision and Pattern Recognition6% of their works
- 6Control and Systems Engineering4% 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, Matrix Computations, Numerical Linear Algebra and Deep Learning.
- Random Projections
- Feedforward Networks
- Active Learning
- Floating-Point Arithmetic
- Neural Networks
- Deep Learning
- Matrix Computations
- Compressed Sensing
- Optimization Software
- Convex Optimization
- Semidefinite Programming
- Sparse Representation
- Numerical Linear Algebra
- Iterative Algorithms
- Nonlinear Operators
- Interval Analysis
- Extreme Learning Machine
- Machine Learning
- Stochastic Gradient Descent
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 Optimization413 topics
- Optimization Software201 topic
- Semidefinite Programming201 topic
- Compressed Sensing181 topic
- Sparse Representation181 topic
- Matrix Computations71 topic
- Numerical Linear Algebra71 topic
- Deep Learning62 topics
- Iterative Algorithms61 topic
- Neural Networks62 topics
- Nonlinear Operators61 topic
- Floating-Point Arithmetic41 topic
- Interval Analysis41 topic
- Active Learning31 topic
- Extreme Learning Machine31 topic
- Feedforward Networks31 topic
- Machine Learning31 topic
- Random Projections31 topic
- Stochastic Gradient Descent31 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?
Science Explorer counts 75 works and 826 citations for Kim-Chuan Toh, ranking #36,704 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.