TU Dortmund -- Computer Science VIII

FnT ML, 2010 Online ADM, ICML 2012 Fast Stochastic ADMM, ICML 2014 Accelerated ADMM, KDD 2015 Sentence Regularization by ADMM, ICML 2014 Bregman ADMM Accelerated Linearized ADMM, SIAM J. Imaging Sci, [...] order, ICML 2011 [Chosen by Michael] K-FAC, ICML 2011 Stochastic quasi-Netwon, AISTATS 2007 SFO, ICML 2014 [Proximal gradient and acceleration] Basis paper: FISTA: A Fast Iterative Shrinkage-Thresholding Algorithm [...] Image Processing Lasso, J. Royal Stat. Soc. 2003 Generalized Lasso, Ann. Stat. 2011 Fused Lasso, AAAI 2014 Blind source separation Blind source separation-based dictionary learning Inpainting, Computer Journal …