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X-ORIGINAL-URL:https://math.bas.bg
X-WR-CALDESC:Събития за Institute of Mathematics and Informatics
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DTSTART:20240331T010000
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DTSTART;TZID=Europe/Sofia:20240702T140000
DTEND;TZID=Europe/Sofia:20240702T153000
DTSTAMP:20260410T164152
CREATED:20240629T132516Z
LAST-MODIFIED:20240629T132516Z
UID:16477-1719928800-1719934200@math.bas.bg
SUMMARY:Семинар по изследване на операциите
DESCRIPTION:На 2-ри юли (вторник) от 14:00 ч. в зала 503 на ИМИ ще се състои сбирка на\nСеминара по Изследване на операциите. \nДоклад на тема \nOn some contemporary mathematical methods for data analysis\nще изнесе проф. Пандо Георгиев\, ИМИ-БАН. \nАбстракт:\n\nWe will review some selected methods and algorithms for data analysis:\nA) Latent component analysis – reveals hidden features of composite data. Particularly\, we will describe some\n    Signal Separation Methods:\n\nbased on statistical independence – Independent Component Analysis\nbased on sparsity. – Sparse Component Analysis\nbased on non-negativity – Non-Negative Matrix and Tensor Factorization\n\nB) New approach to multiclass learning problems and applications to some problems in machine learning\, as:\n\nnonlinear least square problems\nsubspace clustering and non-linear skeletons\nreconstruction of several functions from mixed samples\nsupport vector kernel regression (under development)\n\nC) kernel methods for data analysis\nD) tensor decompositions  and tensor networks.\nSome of the above topics are interconnected and subject to intensive development with numerous applications.
URL:https://math.bas.bg/event/%d1%81%d0%b5%d0%bc%d0%b8%d0%bd%d0%b0%d1%80-%d0%bf%d0%be-%d0%b8%d0%b7%d1%81%d0%bb%d0%b5%d0%b4%d0%b2%d0%b0%d0%bd%d0%b5-%d0%bd%d0%b0-%d0%be%d0%bf%d0%b5%d1%80%d0%b0%d1%86%d0%b8%d0%b8%d1%82%d0%b5-3/
LOCATION:Институт по математика и информатика – БАН\, Block 8\, 1113 БАН IV км.\, София\, Bulgaria
CATEGORIES:Редовен семинар
ORGANIZER;CN="%D0%A1%D0%B5%D0%BA%D1%86%D0%B8%D1%8F%20%D0%98%D0%B7%D1%81%D0%BB%D0%B5%D0%B4%D0%B2%D0%B0%D0%BD%D0%B5%20%D0%BD%D0%B0%20%D0%BE%D0%BF%D0%B5%D1%80%D0%B0%D1%86%D0%B8%D0%B8%D1%82%D0%B5%2C%20%D0%B2%D0%B5%D1%80%D0%BE%D1%8F%D1%82%D0%BD%D0%BE%D1%81%D1%82%D0%B8%20%D0%B8%20%D1%81%D1%82%D0%B0%D1%82%D0%B8%D1%81%D1%82%D0%B8%D0%BA%D0%B0":MAILTO:jeni@math.bas.bg;
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