Alexander Gasnikov
Alexander Gasnikov publishes mostly in Artificial Intelligence, Computational Mechanics and Numerical Analysis, on topics such as Stochastic Gradient Optimization Techniques, Sparse and Compressive Sensing Techniques and Advanced Optimization Algorithms Research.
- World rank
- #950,036 of 1,633,909 ranked researchers
- Rank in Russia
- #8,311 of 28,789
- Works
- 107
- Citations
- 109
- Citations per work
- 1.0
What does Alexander Gasnikov 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
- 2Computational Mechanics18% of their works
- 3Numerical Analysis10% of their works
- 4Computer Networks and Communications10% of their works
- 5Computational Theory and Mathematics8% of their works
- 6Statistics and Probability6% of their works
Research topics
- Stochastic Gradient Optimization Techniques
- Sparse and Compressive Sensing Techniques
- Advanced Optimization Algorithms Research
- Distributed Control Multi-Agent Systems
- Markov Chains and Monte Carlo Methods
- Optimization and Variational Analysis
- Traffic control and management
- Advanced Bandit Algorithms Research
Which keywords describe Alexander Gasnikov's research?
The keywords of their largest research topics: Convex Optimization, Approximation Algorithms, Compressed Sensing, Random Projections, Sparse Representation, Stochastic Gradient Descent, Optimization Software and Semidefinite Programming.
- Traffic Flow
- Microscopic Simulation
- Bayesian Optimization
- Multi-Agent Systems
- Consensus
- Semidefinite Programming
- Stochastic Gradient Descent
- Random Projections
- Approximation Algorithms
- Convex Optimization
- Compressed Sensing
- Sparse Representation
- Optimization Software
- Bayesian Monte Carlo
- Markov Chain
- Bandit Optimization
- Iterative Algorithms
- Nonlinear Operators
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 18 words, with their numbers
- Convex Optimization694 topics
- Approximation Algorithms312 topics
- Compressed Sensing261 topic
- Random Projections261 topic
- Sparse Representation261 topic
- Stochastic Gradient Descent261 topic
- Optimization Software131 topic
- Semidefinite Programming131 topic
- Bayesian Monte Carlo51 topic
- Consensus51 topic
- Markov Chain51 topic
- Multi-Agent Systems51 topic
- Bandit Optimization41 topic
- Bayesian Optimization41 topic
- Iterative Algorithms41 topic
- Microscopic Simulation41 topic
- Nonlinear Operators41 topic
- Traffic Flow41 topic
Where does Alexander Gasnikov work?
Alexander Gasnikov's main affiliation in the publication record is Moscow Institute of Physics and Technology, Russia.
How many publications and citations does Alexander Gasnikov have?
Science Explorer counts 107 works and 109 citations for Alexander Gasnikov, ranking #950,036 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.