conftrace_

low-rank matrix approximation

10 papers

Explore in graph

Also known as

LRMA

Co-occurring keywords · papers mentioning both

low-rank approximation (5) matrix factorization (4) matrix completion (3) singular value decomposition (3) recommender system (2) cur matrix decomposition (2) nystrom method (2) matrix approximation (2) matrix decomposition (2) stochastic optimization (2)

Papers

LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models ICML 2024 Efficient Spectrum-Revealing CUR Matrix Decomposition AISTATS 2020 Mixture-Rank Matrix Approximation for Collaborative Filtering NeurIPS 2017 Storage Fit Learning with Unlabeled Data IJCAI 2017 SVD-free Convex-Concave Approaches for Nuclear Norm Regularization IJCAI 2017 Low-Rank Matrix Approximation with Stability ICML 2016 An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015 Fast and Memory Optimal Low-Rank Matrix Approximation NeurIPS 2015 Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling JMLR 2013 Single-Patch Low-Rank Prior for Non-pointwise Impulse Noise Removal ICCV 2013