conftrace_

rank minimization

29 papers

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Co-occurring keywords

matrix completion (356) convex optimization (1321) nuclear norm (79) low-rank approximation (323) matrix recovery (51) low-rank matrix (174) nuclear norm minimization (20) low-rank recovery (42) restricted isometry property (31) nuclear norm regularization (26)

Papers

Affine Rank Minimization via Asymptotic Log-Det Iteratively Reweighted Least Squares JMLR 2025
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization NIPS 2024
Implicit Regularization Towards Rank Minimization in ReLU Networks ALT 2023
Learning a Neuron by a Shallow ReLU Network: Dynamics and Implicit Bias for Correlated Inputs NIPS 2023
On the Parameterized Complexity of Clustering Incomplete Data into Subspaces of Small Rank AAAI 2020
Implicit Rank-Minimizing Autoencoder NIPS 2020
On Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem AAAI 2019
Double Nuclear Norm Based Low Rank Representation on Grassmann Manifolds for Clustering CVPR 2019
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion AAAI 2019
Parameterized Algorithms for the Matrix Completion Problem ICML 2018
Projection Free Rank-Drop Steps IJCAI 2017
Radiometric Calibration for Internet Photo Collections CVPR 2017
On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm NIPS 2017
Simultaneous Clustering and Model Selection for Tensor Affinities CVPR 2016
Tractable and Scalable Schatten Quasi-Norm Approximations for Rank Minimization AISTATS 2016
A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements NIPS 2015
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015
Fine-Grained Change Detection of Misaligned Scenes With Varied Illuminations ICCV 2015
SCAMS: Simultaneous Clustering and Model Selection CVPR 2014
Robust Orthonormal Subspace Learning: Efficient Recovery of Corrupted Low-rank Matrices CVPR 2014
Efficient Structured Matrix Rank Minimization NIPS 2014
Large-scale Multi-label Learning with Missing Labels ICML 2014
Robust Canonical Time Warping for the Alignment of Grossly Corrupted Sequences CVPR 2013
Partial Sum Minimization of Singular Values in RPCA for Low-Level Vision ICCV 2013
Matrix Completion From any Given Set of Observations NIPS 2013