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

Non-convex Statistical Optimization for Sparse Tensor Graphical Model NIPS 2015
Alternating Minimization for Regression Problems with Vector-valued Outputs NIPS 2015
A Nonconvex Optimization Framework for Low Rank Matrix Estimation NIPS 2015
Simple, Efficient, and Neural Algorithms for Sparse Coding COLT 2015
Learning Mixtures of Discrete Product Distributions using Spectral Decompositions COLT 2014
Alternating Minimization for Mixed Linear Regression ICML 2014
QUIC & DIRTY: A Quadratic Approximation Approach for Dirty Statistical Models NIPS 2014
Collaborative Ranking for Local Preferences AISTATS 2014
Learning Distributed Representations for Structured Output Prediction NIPS 2014
Provable Tensor Factorization with Missing Data NIPS 2014
Fast matrix completion without the condition number COLT 2014
Learning Sparsely Used Overcomplete Dictionaries COLT 2014
Robust Surface Reconstruction via Triple Sparsity CVPR 2014
Multilinear Multitask Learning ICML 2013
Phase Retrieval using Alternating Minimization NIPS 2013
Semi-Supervised Learning with Measure Propagation JMLR 2011
Fast Image Deconvolution using Hyper-Laplacian Priors NIPS 2009
A Spectral Regularization Framework for Multi-Task Structure Learning NIPS 2007
Convergence Theorems for Generalized Alternating Minimization Procedures JMLR 2005