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International conference "Optimization and Applications in Control and Data Science" on the occasion of Boris Polyak's 80th birthday
(May 13–15, 2015, Kaluga, Kaluga State University. K. E. Tsiolkovsky)

International conference "Optimization and Applications in Control and Data Science"
on the occasion of Boris Polyak's 80th birthday

The conference focus is on the recent research in Modern Theory and Methods of Optimization and their implications in Control and Data Analysis. Modern Optimization is an impressive example of mathematical theory, which justifies the majority of computationally effcient algorithms for important classes of optimization problems. The intensive development of the optimization theory in Russia started over 50 years ago, and many of its important results are tightly related to Boris Polyak. The conference is held on the occasion of his 80th birthday and will focus on the two specific topics:

- breakthrough optimization theory and methods;

- techniques for solving complex optimization problems in different application areas.

The conference covers the following scientific directions:

- optimization algorithms (structured optimization, reduced complexity methods for large-scale problems, etc);

- applications in Control Theory (control synthesis, stability analysis, ...)

- complexity of statistical problems and computational methods for statistical estimation and learning (optimization methods for inverse problems, dimension reduction, ...)

Website: https://sites.google.com/site/polconf

Photogallery

Organizing Committee
Shcherbakov Pavel Sergeevich (Chairman)
Yuditskii Anatolii Borisovich
Mordukhovich Boris Sholimovich
Nesterov Yurii Evgen'evich

Local organizing committee
Spokoiny Vladimir Grigor'evich (Chairman)
Chuyashkin Maxim
Gryazina Elena N
Shcherbakov Pavel Sergeevich

Institutions
Moscow Institute of Physics and Technology (State University), Dolgoprudny, Moscow region
Research laboratory in Predictive Modeling and Optimization at PhysTech (PreMoLab), Moscow
State University – Higher School of Economics
V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences, Moscow
Institute for Information Transmission Problems of the Russian Academy of Sciences (Kharkevich Institute), Moscow


International conference "Optimization and Applications in Control and Data Science" on the occasion of Boris Polyak's 80th birthday, Kaluga, Kaluga State University. K. E. Tsiolkovsky, May 13–15, 2015

May 13, 2015 (Wed)
1. Domain-Specific Languages for Convex Optimization
S. Boyd
May 13, 2015 12:00–12:30, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
2. Moment Problems and Optimization: Review and Recent Update of a Global-Analysis Approach to Problems in Systems and Control
A. Lindquist
May 13, 2015 12:30–13:00, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
3. Filippov Method for Optimization with Non-Smooth Penalty Functions
V. I. Utkin
May 13, 2015 13:00–13:30, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
4. Stability and Optimization of Dual Switching Linear Positive Systems
P. Colaneri
May 13, 2015 15:00–15:30, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
5. Lyapunov Matrices for Time-Delay Systems
V. L. Kharitonov
May 13, 2015 15:30–16:00, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
6. Robust Stabilization with Time Constraints: Implicit Lyapunov Function Approach
A. E. Polyakov
May 13, 2015 16:00–16:30, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
7. Adaptive Estimation by Convex Optimization
A. B. Yuditskii, A. S. Nemirovskii
May 13, 2015 17:15–17:45, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
8. When the Expected Value is not Expected
B. Barmish, Sh. Malekpour
May 13, 2015 17:45–18:15, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  

May 14, 2015 (Thu)
9. Randomization and Gossiping in Social Networks
R. Tempo
May 14, 2015 10:00–10:30, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
10. Constructing the Low-Dimensional Data Representations in Data Analysis
A. P. Kuleshov
May 14, 2015 10:30–11:00, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
11. Multicriteria Regularization for Probabilistic Topic Modeling of Large Text Collections
K. V. Vorontsov
May 14, 2015 11:00–11:30, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
12. On Simple Approximations of Semialgebraic Sets and theirApplications
F. Dabbene
May 14, 2015 12:15–12:45, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
13. Semidefinite Programming for Chance Constrained Optimization over Memialgebraic Sets
C. Lagoa
May 14, 2015 12:45–13:15, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
14. Detection of Jumps by Means of l1-norm Approximation
P. A. Akimov, A. I. Matasov
May 14, 2015 14:45–15:15, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
15. Structural Optimization: New Perspectives for Increasing Efficiency of Numerical Schemes
Yu. E. Nesterov
May 14, 2015 15:15–15:45, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
16. Panel Discussion "Back to the future"
May 14, 2015 15:45–17:00, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  

May 15, 2015 (Fri)
17. Linear Systems: A Model Free Approach to Design
Sh. Bhattacharyya
May 15, 2015 10:00–10:30, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
18. Variational Analysis View of Necessary Optimality Conditions
A. Ioffe
May 15, 2015 10:30–11:00, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
19. Nonlinear Equilibrium vs Linear Programming
R. A. Polyak
May 15, 2015 11:00–11:30, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
20. The Clarkson-Polyak Modulus of Convexity and its Applications
M. V. Balashov
May 15, 2015 12:00–12:30, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
21. Geometric Aspects of Barriers for 3-Dimensional Cones
R. Hildebrand
May 15, 2015 12:30–13:00, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
22. Optimal Control of a Perturbed Sweeping Process
B. Mordukhovich
May 15, 2015 13:00–13:30, Kaluga, Kaluga State University. K. E. Tsiolkovsky
  
 
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