Statements (65)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Mathematician
|
| gptkbp:academic_advisor |
gptkb:Vladimir_Rokhlin
|
| gptkbp:affiliation |
gptkb:Lomonosov_Moscow_State_University
|
| gptkbp:author |
gptkb:Yurii_Nesterov
|
| gptkbp:awards |
gptkb:State_Prize_of_the_Russian_Federation
|
| gptkbp:birth_year |
gptkb:1964
|
| gptkbp:class |
Numerical methods
Optimization algorithms Convex analysis Machine learning optimization |
| gptkbp:collaborator |
gptkb:Vladimir_V._Fomin
Alexander Gasnikov Arkadi Nemirovski Dmitry Konnov Vladimir V. Shikhman |
| gptkbp:contribution |
gptkb:Nesterov's_method
Convex optimization Applications in engineering Applications in finance Applications in economics Applications in control theory Applications in machine learning Applications in signal processing Duality in optimization First-order methods in convex optimization Non-smooth optimization Stochastic optimization Applications in artificial intelligence Applications in robotics Applications in statistics Applications in operations research Applications in image processing Applications in telecommunications Convex programming Applications in bioinformatics Applications in computational biology Applications in decision making Applications in game theory Applications in resource allocation Applications in social network analysis Accelerated gradient descent Applications in data mining Applications in machine vision Applications in network optimization Optimal convergence rates |
| gptkbp:editor |
Mathematical Programming
|
| gptkbp:field |
Optimization
|
| gptkbp:has_research_focus |
Optimization and Control
|
| https://www.w3.org/2000/01/rdf-schema#label |
D. V. Nesterov
|
| gptkbp:influenced |
Data science
Machine learning |
| gptkbp:influenced_by |
gptkb:Leonid_Kantorovich
|
| gptkbp:known_for |
Nesterov's accelerated gradient
|
| gptkbp:nationality |
gptkb:Russian
|
| gptkbp:offers_degree |
Andrey Nemirovski
|
| gptkbp:publication_year |
gptkb:1983
gptkb:2004 gptkb:2010 gptkb:2018 |
| gptkbp:published_work |
Gradient methods for minimizing composite functions
|
| gptkbp:research_areas |
Computational mathematics
|
| gptkbp:research_interest |
Numerical optimization
|
| gptkbp:title |
Methods of convex optimization
|
| gptkbp:bfsParent |
gptkb:Alexei_Starobinsky
|
| gptkbp:bfsLayer |
7
|