conftrace_

low-rank approximation

323 papers

Explore in graph

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

Low Permutation-rank Matrices: Structural Properties and Noisy Completion JMLR 2019
Manifold denoising by Nonlinear Robust Principal Component Analysis NIPS 2019
Provable Non-linear Inductive Matrix Completion NIPS 2019
LR-GLM: High-Dimensional Bayesian Inference Using Low-Rank Data Approximations ICML 2019
Average Case Column Subset Selection for Entrywise $\ell_1$-Norm Loss NIPS 2019
Fast Low-rank Metric Learning for Large-scale and High-dimensional Data NIPS 2019
Label Distribution Learning with Label Correlations via Low-Rank Approximation IJCAI 2019
Sample-Optimal Low-Rank Approximation of Distance Matrices COLT 2019
Cascaded Projection: End-To-End Network Compression and Acceleration CVPR 2019
Facial Emotion Distribution Learning by Exploiting Low-Rank Label Correlations Locally CVPR 2019
Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning EMNLP 2019
Low-Rank Semidefinite Programming for the MAX2SAT Problem AAAI 2019
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System AAAI 2019
Low-rank passthrough neural networks ACL 2018
Sublinear Time Low-Rank Approximation of Distance Matrices NIPS 2018
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration CVPR 2018
Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering ICML 2018
Towards Binary-Valued Gates for Robust LSTM Training ICML 2018
Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018
Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data JMLR 2018
Power-law Distribution Aware Trust Prediction IJCAI 2018
Multi-Scale Weighted Nuclear Norm Image Restoration CVPR 2018
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network NIPS 2018
GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking NIPS 2018
Scalable Robust Matrix Factorization with Nonconvex Loss NIPS 2018