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

Multiclass Boosting: Margins, Codewords, Losses, and Algorithms JMLR 2019
Efficient Greedy Coordinate Descent for Composite Problems AISTATS 2019
SySCD: A System-Aware Parallel Coordinate Descent Algorithm NIPS 2019
Efficient Multitask Feature and Relationship Learning UAI 2019
A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem CVPR 2019
Screening rules for Lasso with non-convex Sparse Regularizers ICML 2019
Approximating Orthogonal Matrices with Effective Givens Factorization ICML 2019
Wasserstein regularization for sparse multi-task regression AISTATS 2019
Parallel Asynchronous Stochastic Coordinate Descent with Auxiliary Variables AISTATS 2019
First-Order Algorithms Converge Faster than $O(1/k)$ on Convex Problems ICML 2019
Floor-SP: Inverse CAD for Floorplans by Sequential Room-Wise Shortest Path ICCV 2019
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-Convex Optimization AAAI 2019
High-Dimensional Optimization in Adaptive Random Subspaces NIPS 2019
Online Convex Matrix Factorization with Representative Regions NIPS 2019
Blended Matching Pursuit NIPS 2019
Stochastic Spectral and Conjugate Descent Methods NIPS 2018
On Matching Pursuit and Coordinate Descent ICML 2018
Accelerating Greedy Coordinate Descent Methods ICML 2018
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML 2018
Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018
Baseline Desensitizing in Translation Averaging CVPR 2018
Coordinate Descent with Bandit Sampling NIPS 2018
SEGA: Variance Reduction via Gradient Sketching NIPS 2018
Revisiting Decomposable Submodular Function Minimization with Incidence Relations NIPS 2018
Coordinate Descent Faceoff: Primal or Dual? ALT 2018