conftrace_

block coordinate descent

64 papers

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Also known as

BCD

Co-occurring keywords

convex optimization (1321) non-convex optimization (547) graphical model (864) sparse optimization (246) map inference (130) nonconvex optimization (316) coordinate descent (147) tensor decomposition (375) stochastic optimization (1060) block-coordinate descent (11)

Papers

Parallel Direction Method of Multipliers NIPS 2014
Parallel Successive Convex Approximation for Nonsmooth Nonconvex Optimization NIPS 2014
Accelerated Mini-batch Randomized Block Coordinate Descent Method NIPS 2014
On the Convergence Rate of Decomposable Submodular Function Minimization NIPS 2014
Subproblem-Tree Calibration: A Unified Approach to Max-Product Message Passing ICML 2013
BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables NIPS 2013
A Parallel, Block Greedy Method for Sparse Inverse Covariance Estimation for Ultra-high Dimensions AISTATS 2013
Primal-Dual methods for sparse constrained matrix completion AISTATS 2012
Variable Selection for Gaussian Graphical Models AISTATS 2012
Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins NIPS 2012
Multiple Operator-valued Kernel Learning NIPS 2012
Statistical Optimization of Non-Negative Matrix Factorization AISTATS 2011
t-logistic regression NIPS 2010
Fixing Max-Product: Convergent Message Passing Algorithms for MAP LP-Relaxations NIPS 2007