conftrace_

block coordinate descent

85 papers

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Also known as

BCD

Co-occurring keywords · papers mentioning both

convex optimization (21) non-convex optimization (13) graphical model (8) map inference (6) sparse optimization (5) gaussian graphical model (4) alternating direction method of multiplier (4) coordinate descent (4) message passing (4) low-rank approximation (4)

Papers

Subproblem-Tree Calibration: A Unified Approach to Max-Product Message Passing ICML 2013 Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins NeurIPS 2012 Multiple Operator-valued Kernel Learning NeurIPS 2012 Primal-Dual methods for sparse constrained matrix completion AISTATS 2012 Variable Selection for Gaussian Graphical Models AISTATS 2012 A blind sparse deconvolution method for neural spike identification NeurIPS 2011 Large-Scale Sparse Principal Component Analysis with Application to Text Data NeurIPS 2011 Statistical Optimization of Non-Negative Matrix Factorization AISTATS 2011 t-logistic regression NeurIPS 2010 Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations NeurIPS 2007