Katya Scheinberg
Katya Scheinberg publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Numerical Analysis, on topics such as Sparse and Compressive Sensing Techniques, Advanced Optimization Algorithms Research and Algorithms and Data Compression.
- World rank
- #102,006 of 1,633,909 ranked researchers
- Rank in United States
- #44,552 of 358,040
- Works
- 30
- Citations
- 187
- Citations per work
- 6.2
What does Katya Scheinberg research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence21% of their works
- 2Computational Theory and Mathematics21% of their works
- 3Numerical Analysis10% of their works
- 4Control and Systems Engineering10% of their works
- 5Statistics and Probability10% of their works
- 6Computational Mechanics10% of their works
Research topics
- Sparse and Compressive Sensing Techniques
- Advanced Optimization Algorithms Research
- Algorithms and Data Compression
- Target Tracking and Data Fusion in Sensor Networks
- Stochastic Gradient Optimization Techniques
- Gaussian Processes and Bayesian Inference
- Optimization and Variational Analysis
- Polynomial and algebraic computation
Which keywords describe Katya Scheinberg's research?
The keywords of their largest research topics: Convex Optimization, Bayesian Inference, Compressed Sensing, Deep Learning, Optimization Software, Semidefinite Programming, Sparse Representation and Compression.
- Suffix Arrays
- Random Projections
- Nonlinear Operators
- Machine Learning
- Gröbner Bases
- Compression
- Semidefinite Programming
- Deep Learning
- Bayesian Inference
- Convex Optimization
- Compressed Sensing
- Optimization Software
- Sparse Representation
- Gaussian Processes
- Iterative Algorithms
- Nonlinear Estimation
- Particle Filters
- Stochastic Gradient Descent
- Symbolic Computing
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 Optimization53 topics
- Bayesian Inference22 topics
- Compressed Sensing21 topic
- Deep Learning22 topics
- Optimization Software21 topic
- Semidefinite Programming21 topic
- Sparse Representation21 topic
- Compression11 topic
- Gaussian Processes11 topic
- Gröbner Bases11 topic
- Iterative Algorithms11 topic
- Machine Learning11 topic
- Nonlinear Estimation11 topic
- Nonlinear Operators11 topic
- Particle Filters11 topic
- Random Projections11 topic
- Stochastic Gradient Descent11 topic
- Suffix Arrays11 topic
- Symbolic Computing11 topic
Where does Katya Scheinberg work?
Katya Scheinberg's main affiliation in the publication record is Lehigh University, United States.
How many publications and citations does Katya Scheinberg have?
Science Explorer counts 30 works and 187 citations for Katya Scheinberg, ranking #102,006 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.