conftrace_

singular value decomposition

222 papers

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Also known as

SVD

Co-occurring keywords

model compression (3302) low-rank approximation (323) matrix factorization (529) low-rank adaptation (560) matrix completion (356) representation learning (6206) dimensionality reduction (720) convex optimization (1321) parameter-efficient fine-tuning (736) word embedding (1764)

Papers

Matrix Norm Estimation from a Few Entries NIPS 2017
SVD-free Convex-Concave Approaches for Nuclear Norm Regularization IJCAI 2017
Optimal Shrinkage of Singular Values Under Random Data Contamination NIPS 2017
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks NIPS 2017
Measuring Topic Coherence through Optimal Word Buckets EACL 2017
Linear Convergence of a Frank-Wolfe Type Algorithm over Trace-Norm Balls NIPS 2017
SVD-Based Screening for the Graphical Lasso IJCAI 2017
Low-Rank Approximation of Weighted Tree Automata AISTATS 2016
LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain NIPS 2016
Fast Stochastic Algorithms for SVD and PCA: Convergence Properties and Convexity ICML 2016
Nonparametric Canonical Correlation Analysis ICML 2016
Non-Iterative Parameter Estimation for Total Variability Model Using Randomized Singular Value Decomposition INTERSPEECH 2016
Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning JMLR 2016
Scalable geometric density estimation AISTATS 2016
Compressive spectral embedding: sidestepping the SVD NIPS 2015
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015
Fast and Memory Optimal Low-Rank Matrix Approximation NIPS 2015
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization CVPR 2015
FaLRR: A Fast Low Rank Representation Solver CVPR 2015
Multiple-Hypothesis Affine Region Estimation With Anisotropic LoG Filters ICCV 2015
Good Features to Track for Visual SLAM CVPR 2015
Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition NIPS 2015
A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate ICML 2015
Low-Rank Matrix Recovery from Row-and-Column Affine Measurements ICML 2015
Low Rank Approximation using Error Correcting Coding Matrices ICML 2015