Machine learning
Constraint satisfaction problem and its soft versions
Conditional random fields and structured prediction
Sequence labeling
Neural networks
Өмірбаяны
Таңдамалы мақалалары
Ұсынылатын курстар
EDUCATION
M.A., Applied Mathematics and Physics, Moscow Institute of Physics and Technology
Ph.D., Theoretical Computer Science, Dorodnitsyn Computing Center of Russian Academy of Sciences
Thesis at PhysTech: “Some estimations of generalization capabilities of learning algorithms”
Ph.D. dissertation: “Predicate description of supplementary constraints in pattern recognition problems”
