Donald Goldfarb
Donald Goldfarb publishes mostly in Computational Theory and Mathematics, Artificial Intelligence and Numerical Analysis, on topics such as Advanced Optimization Algorithms Research, Matrix Theory and Algorithms and Stochastic Gradient Optimization Techniques.
- World rank
- #15,362 of 1,633,909 ranked researchers
- Rank in United States
- #7,351 of 358,040
- Works
- 43
- Citations
- 1.4k
- Citations per work
- 33.6
What does Donald Goldfarb research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computational Theory and Mathematics25% of their works
- 2Artificial Intelligence20% of their works
- 3Numerical Analysis19% of their works
- 4Computational Mechanics12% of their works
- 5Computer Graphics and Computer-Aided Design5% of their works
- 6Molecular Biology2% of their works
Research topics
- Advanced Optimization Algorithms Research
- Matrix Theory and Algorithms
- Stochastic Gradient Optimization Techniques
- Sparse and Compressive Sensing Techniques
- Iterative Methods for Nonlinear Equations
- Optimization and Variational Analysis
- Complexity and Algorithms in Graphs
- Computational Geometry and Mesh Generation
Which keywords describe Donald Goldfarb's research?
The keywords of their largest research topics: Convex Optimization, Iterative Methods, Approximation Algorithms, Optimization Software, Semidefinite Programming, Matrix Computations, Numerical Linear Algebra and Compressed Sensing.
- Delaunay Triangulations
- Iterative Algorithms
- Combinatorial Optimization
- Sparse Representation
- Newton's Method
- Compressed Sensing
- Matrix Computations
- Optimization Software
- Iterative Methods
- Convex Optimization
- Approximation Algorithms
- Semidefinite Programming
- Numerical Linear Algebra
- Convergence Analysis
- Random Projections
- Stochastic Gradient Descent
- Complexity Theory
- Nonlinear Operators
- Mesh Generation
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 Optimization153 topics
- Iterative Methods102 topics
- Approximation Algorithms93 topics
- Optimization Software71 topic
- Semidefinite Programming71 topic
- Matrix Computations61 topic
- Numerical Linear Algebra61 topic
- Compressed Sensing41 topic
- Convergence Analysis41 topic
- Newton's Method41 topic
- Random Projections41 topic
- Sparse Representation41 topic
- Stochastic Gradient Descent41 topic
- Combinatorial Optimization31 topic
- Complexity Theory31 topic
- Iterative Algorithms31 topic
- Nonlinear Operators31 topic
- Delaunay Triangulations21 topic
- Mesh Generation21 topic
Where does Donald Goldfarb work?
Donald Goldfarb's main affiliation in the publication record is Columbia University, United States.
How many publications and citations does Donald Goldfarb have?
Science Explorer counts 43 works and 1,446 citations for Donald Goldfarb, ranking #15,362 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.
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