conftrace_

alternating minimization

69 papers

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Also known as

AM ALTMIN

Co-occurring keywords

matrix completion (356) non-convex optimization (547) low-rank matrix (174) sparse recovery (113) sample complexity (1169) multi-task learning (2575) tensor decomposition (375) matrix factorization (529) convex optimization (1321) nonconvex optimization (316)

Papers

Beyond Alternating Updates for Matrix Factorization with Inertial Bregman Proximal Gradient Algorithms NIPS 2019
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization NIPS 2018
Alternating Randomized Block Coordinate Descent ICML 2018
Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals NIPS 2018
An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression NIPS 2018
Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain AISTATS 2017
Scalable Demand-Aware Recommendation NIPS 2017
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval NIPS 2017
Deeply Aggregated Alternating Minimization for Image Restoration CVPR 2017
Matrix Completion from $O(n)$ Samples in Linear Time COLT 2017
Alternating minimization for dictionary learning with random initialization NIPS 2017
A Strongly Quasiconvex PAC-Bayesian Bound ALT 2017
A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation CVPR 2016
Recovery guarantee of weighted low-rank approximation via alternating minimization ICML 2016
LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain NIPS 2016
Tractable and Scalable Schatten Quasi-Norm Approximations for Rank Minimization AISTATS 2016
Multi-task Sparse Structure Learning with Gaussian Copula Models JMLR 2016
Low-Rank and Sparse Structure Pursuit via Alternating Minimization AISTATS 2016
Minimax Optimal Alternating Minimization for Kernel Nonparametric Tensor Learning NIPS 2016
Multi-Image Matching via Fast Alternating Minimization ICCV 2015
Collaborative Filtering with Graph Information: Consistency and Scalable Methods NIPS 2015
3D Shape Estimation From 2D Landmarks: A Convex Relaxation Approach CVPR 2015
Diversity-Induced Multi-View Subspace Clustering CVPR 2015
Convex Learning of Multiple Tasks and their Structure ICML 2015
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons ICML 2015