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

Low-Rank Tensor Completion by Approximating the Tensor Average Rank ICCV 2021
Implicit SVD for Graph Representation Learning NIPS 2021
Reduced-Rank Regression with Operator Norm Error COLT 2021
Projection techniques to update the truncated SVD of evolving matrices with applications ICML 2021
Low-Rank Subspaces for Unsupervised Entity Linking EMNLP 2021
Approximate Multiplication of Sparse Matrices with Limited Space AAAI 2021
(Just) A Spoonful of Refinements Helps the Registration Error Go Down ICCV 2021
Communication-Efficient Distributed SVD via Local Power Iterations ICML 2021
Additive Error Guarantees for Weighted Low Rank Approximation ICML 2021
Decomposable-Net: Scalable Low-Rank Compression for Neural Networks IJCAI 2021
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration JMLR 2021
Ranking and synchronization from pairwise measurements via SVD JMLR 2021
Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement NIPS 2021
Fine-tuning Distributional Semantic Models for Closely-Related Languages EACL 2021
UniTuebingenCL at SemEval-2020 Task 7: Humor Detection in News Headlines SEMEVAL 2020
On the Convergence of Stochastic Gradient Descent with Low-Rank Projections for Convex Low-Rank Matrix Problems COLT 2020
Input-Sparsity Low Rank Approximation in Schatten Norm ICML 2020
Bridging Linguistic Typology and Multilingual Machine Translation with Multi-View Language Representations EMNLP 2020
Online Sufficient Dimension Reduction Through Sliced Inverse Regression JMLR 2020
UniTuebingenCL at SemEval-2020 Task 7: Humor Detection in News Headlines COLING 2020
Efficient Spectrum-Revealing CUR Matrix Decomposition AISTATS 2020
Error Estimation for Sketched SVD via the Bootstrap ICML 2020
An Analysis of SVD for Deep Rotation Estimation NIPS 2020
What if Neural Networks had SVDs? NIPS 2020
Efficient Neural Network Compression CVPR 2019