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

Tensor Completion for Weakly-Dependent Data on Graph for Metro Passenger Flow Prediction AAAI 2020
Block Coordinate Regularization by Denoising NIPS 2019
Self-Paced Multi-Label Learning with Diversity ACML 2019
A Block Coordinate Descent Proximal Method for Simultaneous Filtering and Parameter Estimation ICML 2019
Lifted Proximal Operator Machines AAAI 2019
A Local Block Coordinate Descent Algorithm for the CSC Model CVPR 2019
Global Convergence of Block Coordinate Descent in Deep Learning ICML 2019
Fast Sparse Group Lasso NIPS 2019
Document Context Neural Machine Translation with Memory Networks ACL 2018
Randomized Block Cubic Newton Method ICML 2018
Continuous Relaxation of MAP Inference: A Nonconvex Perspective CVPR 2018
Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks NIPS 2017
Asynchronous Coordinate Descent under More Realistic Assumptions NIPS 2017
A distributed block coordinate descent method for training l1 regularized linear classifiers JMLR 2017
Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization IJCAI 2017
Efficient Linear Programming for Dense CRFs CVPR 2017
Breaking Locality Accelerates Block Gauss-Seidel ICML 2017
Scalable Exemplar Clustering and Facility Location via Augmented Block Coordinate Descent with Column Generation AISTATS 2016
Large-Scale Optimization Algorithms for Sparse Conditional Gaussian Graphical Models AISTATS 2016
Learning Sparse Gaussian Graphical Models with Overlapping Blocks NIPS 2016
An Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization ICML 2015
A Dual Augmented Block Minimization Framework for Learning with Limited Memory NIPS 2015
Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems NIPS 2015
A Block-Coordinate Descent Approach for Large-scale Sparse Inverse Covariance Estimation NIPS 2014
Fast MRF Optimization with Application to Depth Reconstruction CVPR 2014