000265383 001__ 265383
000265383 005__ 20190430100538.0
000265383 037__ $$aPOST_TALK
000265383 245__ $$aInertial Three-Operator Splitting Method and Applications
000265383 260__ $$c2019-04-30
000265383 269__ $$a2019-04-30
000265383 336__ $$aTalks
000265383 500__ $$aThis work is presented at SIAM Conference on Optimization (OP17) in Vancouver, British Columbia, Canada on the 23rd of May 2017 by Bang Cong Vu.
000265383 513__ $$aTalks
000265383 520__ $$aWe introduce an inertial variant of the forward-Douglas-Rachford splitting and analyze its convergence. We specify an instance of the proposed method to the three-composite convex minimization template. We provide practical guidance on the selection of the inertial parameter based on the adaptive starting idea. Finally, we illustrate the practical performance of our method in various machine learning applications.
000265383 700__ $$0243957$$aCevher, Volkan$$g199128
000265383 700__ $$0249425$$aVu, Cong Bang$$g263340
000265383 700__ $$0248415$$aYurtsever, Alp$$g233086
000265383 7112_ $$dMay 22-25, 2017$$cVancouver, British Columbia, Canada$$aSIAM Conference on Optimization - OP17
000265383 8564_ $$uhttps://infoscience.epfl.ch/record/265383/files/IFDR-infoscience.pdf$$s637562
000265383 8564_ $$uhttps://infoscience.epfl.ch/record/265383/files/IFDR-slides-OP17.pdf$$zNA$$s1700589
000265383 8560_ $$falessandra.bianchi@epfl.ch
000265383 85641 $$yProgramme and Abstracts$$uhttps://archive.siam.org/meetings/op17/op17_abstracts.pdf
000265383 909C0 $$zMarselli, Béatrice$$xU12179$$pLIONS$$mvolkan.cevher@epfl.ch$$0252306
000265383 909CO $$ooai:infoscience.epfl.ch:265383$$ppresentation$$pSTI
000265383 960__ $$aalp.yurtsever@epfl.ch
000265383 961__ $$aalessandra.bianchi@epfl.ch
000265383 973__ $$sPUBLISHED$$aEPFL
000265383 980__ $$aPOST_TALK
000265383 981__ $$aoverwrite