conftrace_

low-rank approximation

323 papers

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Also known as

LORA

Co-occurring keywords

model compression (3302) matrix factorization (529) matrix completion (356) tensor decomposition (375) singular value decomposition (222) matrix approximation (89) dimensionality reduction (720) tensor completion (64) kernel methods (1097) convex optimization (1321)

Papers

Hyper-Laplacian Regularized Unidirectional Low-Rank Tensor Recovery for Multispectral Image Denoising CVPR 2017
On Compressing Deep Models by Low Rank and Sparse Decomposition CVPR 2017
Near Optimal Sketching of Low-Rank Tensor Regression NIPS 2017
Learning Low-Dimensional Metrics NIPS 2017
Predicting Alzheimer's Disease Cognitive Assessment via Robust Low-Rank Structured Sparse Model IJCAI 2017
Radiometric Calibration From Faces in Images CVPR 2017
An Efficient, Sparsity-Preserving, Online Algorithm for Low-Rank Approximation ICML 2017
Approximation Algorithms for $\ell_0$-Low Rank Approximation NIPS 2017
Robust Tensor Factorization With Unknown Noise CVPR 2016
Revisiting the Nyström Method for Improved Large-scale Machine Learning JMLR 2016
Low-Rank Approximation of Weighted Tree Automata AISTATS 2016
Doubly Decomposing Nonparametric Tensor Regression ICML 2016
A Subspace Learning Approach for High Dimensional Matrix Decomposition with Efficient Column/Row Sampling ICML 2016
Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms ICML 2016
Analysis of Variational Bayesian Factorizations for Sparse and Low-Rank Estimation ICML 2016
Computationally Efficient Nyström Approximation using Fast Transforms ICML 2016
Low-Rank Doubly Stochastic Matrix Decomposition for Cluster Analysis JMLR 2016
The Variational Nystrom method for large-scale spectral problems ICML 2016
Model Compression Applied to Small-Footprint Keyword Spotting INTERSPEECH 2016
LLORMA: Local Low-Rank Matrix Approximation JMLR 2016
Relaxing From Vocabulary: Robust Weakly-Supervised Deep Learning for Vocabulary-Free Image Tagging ICCV 2015
Low Rank Approximation using Error Correcting Coding Matrices ICML 2015
On the Complexity of Learning with Kernels COLT 2015
Robust sketching for multiple square-root LASSO problems AISTATS 2015
A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm CVPR 2015