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Information × Registration Number 0122U001707, R & D request Title Develop effective methods of stochastic optimization to solve problems of non-convex non-smooth machine learning and robust decision-making in conditions of uncertainty Head Knopov Pavlo S., д.ф.-м.н. Registration Date 17-02-2022 Organization V.M. Glushkov Institute of Cybernetics of National Academy of Sciences of Ukraine popup.description1 The objectives of the project are: 1) further improvement of stochastic optimization methods for finding robust solutions in a wide class of uncertainties, involving partial information about stochastic distributions (belonging of distributions to a certain set, imprecise scenario probabilities and estimates, etc.); 2) development of effective stochastic methods for non-convex non-smooth models of machine learning in conditions of incomplete information and uncertainty. popup.nrat_date 2024-12-09 Close