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

Bilinear Heterogeneous Information Machine for RGB-D Action Recognition CVPR 2015
Supervised Descriptor Learning for Multi-Output Regression CVPR 2015
Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition NIPS 2015
The Algebraic Combinatorial Approach for Low-Rank Matrix Completion JMLR 2015
An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015
A Novel Sparsity Measure for Tensor Recovery ICCV 2015
Efficient and Accurate Approximations of Nonlinear Convolutional Networks CVPR 2015
Distributed Matrix Completion and Robust Factorization JMLR 2015
Low-Rank Spectral Learning with Weighted Loss Functions AISTATS 2015
Simultaneous Pursuit of Sparseness and Rank Structures for Matrix Decomposition JMLR 2015
Convergence rates of sub-sampled Newton methods NIPS 2015
Column Selection via Adaptive Sampling NIPS 2015
External Patch Prior Guided Internal Clustering for Image Denoising ICCV 2015
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis ICML 2015
Tensorizing Neural Networks NIPS 2015
Fast and Memory Optimal Low-Rank Matrix Approximation NIPS 2015
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015
Column Subset Selection with Missing Data via Active Sampling AISTATS 2015
Spectral Gap Error Bounds for Improving CUR Matrix Decomposition and the Nyström Method AISTATS 2015
Matrix Completion with Noisy Side Information NIPS 2015
CUR Algorithm for Partially Observed Matrices ICML 2015
Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising CVPR 2014
Memory Efficient Kernel Approximation ICML 2014
Large-scale Multi-label Learning with Missing Labels ICML 2014
Low Rank Approximation Lower Bounds in Row-Update Streams NIPS 2014