conftrace_

majorization minimization

17 papers

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Also known as

MM

Co-occurring keywords

non-convex optimization (547) nonconvex optimization (316) proximal gradient (74) non-negative matrix factorization (100) surrogate function (12) parallel computing (146) sparse estimation (88) convergence analysis (395) matrix factorization (529) convex optimization (1321)

Papers

Lower-level Duality Based Reformulation and Majorization Minimization Algorithm for Hyperparameter Optimization AISTATS 2024
An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization JMLR 2023
Target-based Surrogates for Stochastic Optimization ICML 2023
Decentralization and Acceleration Enables Large-Scale Bundle Adjustment RSS 2023
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NIPS 2021
Sound Source Localization with Majorization Minimization INTERSPEECH 2021
Training Data Subset Selection for Regression with Controlled Generalization Error ICML 2021
Sparseness-Aware DOA Estimation with Majorization Minimization INTERSPEECH 2020
Generalized Majorization-Minimization for Non-Convex Optimization IJCAI 2019
Screening rules for Lasso with non-convex Sparse Regularizers ICML 2019
Scalable Robust Matrix Factorization with Nonconvex Loss NIPS 2018
Noise-Blind Image Deblurring CVPR 2017
From Bayesian Sparsity to Gated Recurrent Nets NIPS 2017
Parallel Majorization Minimization with Dynamically Restricted Domains for Nonconvex Optimization AISTATS 2016
Semi-Supervised Joint Enhancement of Spectral and Cepstral Sequences of Noisy Speech INTERSPEECH 2016
Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization NIPS 2013
On the Convergence of the Concave-Convex Procedure NIPS 2009