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UID:8106@i2m.univ-amu.fr
DTSTART;TZID=Europe/Paris:20150410T140000
DTEND;TZID=Europe/Paris:20150410T150000
DTSTAMP:20241120T210030Z
URL:https://www.i2m.univ-amu.fr/evenements/s-villa-iit-mit/
SUMMARY: (...): S. Villa (IIT / MIT)
DESCRIPTION:: Title: Stochastic forward-backward algorithms for solving mon
 otone inclusions\n\nAbstract: In this talk I will present and analyze the 
 convergence of new stochastic forward-backward splitting algorithms for so
 lving monotone inclusions given by the sum of a maximal monotone operator 
 and a single-valued maximal monotone cocoercive operator.\nThis latter fra
 mework has a number of interesting special cases\\\, including variational
  inequalities and convex minimization problems\\\, while stochastic approa
 ches are practically relevant to account for perturbations in the data. I 
 will present a nonasymptotic error analysis for the strongly monotone case
 \\\,\nas well as almost sure convergence under weaker assumptions.
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DTSTART:20150329T030000
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