conftrace_

coordinate descent

147 papers

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Also known as

CD

Co-occurring keywords

convex optimization (1321) stochastic optimization (1060) convergence rate (607) optimization algorithm (148) empirical risk minimization (352) l1 regularization (87) sparse optimization (246) linear convergence (158) feature selection (649) stochastic gradient descent (1091)

Papers

Joint quantile regression in vector-valued RKHSs NIPS 2016
GAP Safe Screening Rules for Sparse-Group Lasso NIPS 2016
Asynchronous Parallel Greedy Coordinate Descent NIPS 2016
An Improved Convergence Analysis of Cyclic Block Coordinate Descent-type Methods for Strongly Convex Minimization AISTATS 2016
A Box-Constrained Approach for Hard Permutation Problems ICML 2016
Linear Convergence of Randomized Feasible Descent Methods Under the Weak Strong Convexity Assumption JMLR 2016
Mind the duality gap: safer rules for the Lasso ICML 2015
Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions ICML 2015
Coordinate Descent Converges Faster with the Gauss-Southwell Rule Than Random Selection ICML 2015
Cross-Age Face Verification by Coordinating With Cross-Face Age Verification CVPR 2015
PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent ICML 2015
Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization ICML 2015
Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent NIPS 2015
GAP Safe screening rules for sparse multi-task and multi-class models NIPS 2015
Quartz: Randomized Dual Coordinate Ascent with Arbitrary Sampling NIPS 2015
A Divide-and-Conquer Solver for Kernel Support Vector Machines ICML 2014
Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization ICML 2014
Probabilistic low-rank matrix completion on finite alphabets NIPS 2014
An Accelerated Proximal Coordinate Gradient Method NIPS 2014
Sparse Random Feature Algorithm as Coordinate Descent in Hilbert Space NIPS 2014
Iteration Complexity of Feasible Descent Methods for Convex Optimization JMLR 2014
Coordinate-descent for learning orthogonal matrices through Givens rotations ICML 2014
BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables NIPS 2013
Direct 0-1 Loss Minimization and Margin Maximization with Boosting NIPS 2013
Optimization with First-Order Surrogate Functions ICML 2013