Takes place online on 27-29 of August from 15:00 to 18:10. Lectures on research areas connected with optimization, machine learning and artificial intelligence will be given by young scientists of Institute of Cybernetics.
Intended for students, post-graduate students, young scientists and interested specialists.
School schedule:
Tuesday, August 27
15:00 – 15:05 Stovba V.O., Korablov M.M. Opening
15:05 – 15:50 Korablov М.М. Introduction to nonsmooth optimization. Subgradient descent methods
16:00 – 16:45 Stovba V.O. Subgradient method with Polyak’s step in transformed space
17:00 – 18:00 Semenov V.V. Optimal control theory in machine learning
Wednesday, August 28
15:00 – 15:45 Stovba V.O. Linear regression and ellipsoid method
16:00 – 16:45 Korablov M.M. N.Z. Shor’s r-algorithm and binary classification problem
17:00 – 18:00 Dunaievskyi M.S. Analysis of Boolean linear programming problems from MIT
Thursday, August 29
15:00 – 15:45 Symonov D.I. ML-technologies for analysis and optimization of groups stability
16:00 – 16:45 Sydoruk V.A. Using of supercomputers for calculations optimization
17:00 – 17:45 Suleimanov S.-B. Analysis of income factors of suppliers on online platforms: the case of input products for a high-tech industry
17:55 – 18:00 Stovba V.O., Korablov M.M. Closing
Zoom-conference link will be sent to registered participants in advance.