An Optimal Hybrid Nuclear Norm Regularization for Matrix Sensing With Subspace Prior Information

IEEE Access ◽

10.1109/access.2020.3009688 ◽

2020 ◽

Vol 8 ◽

pp. 130937-130946

Author(s):

Siavash Bayat ◽

Sajad Daei

Keyword(s):

Prior Information ◽

Nuclear Norm ◽

Nuclear Norm Regularization

Download Full-text

Online robust principal component analysis via truncated nuclear norm regularization

Neurocomputing ◽

10.1016/j.neucom.2015.10.052 ◽

2016 ◽

Vol 175 ◽

pp. 216-222 ◽

Cited By ~ 15

Author(s):

Bin Hong ◽

Long Wei ◽

Yao Hu ◽

Deng Cai ◽

Xiaofei He

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Nuclear Norm ◽

Robust Principal Component Analysis ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

Download Full-text

Individualized rank aggregation using nuclear norm regularization

2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton) ◽

10.1109/allerton.2015.7447183 ◽

2015 ◽

Cited By ~ 6

Author(s):

Yu Lu ◽

Sahand N. Negahban

Keyword(s):

Rank Aggregation ◽

Nuclear Norm ◽

Nuclear Norm Regularization

Download Full-text

Learning Low-Rank Document Embeddings with Weighted Nuclear Norm Regularization

2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA) ◽

10.1109/dsaa.2017.46 ◽

2017 ◽

Author(s):

Lukas Pfahler ◽

Katharina Morik ◽

Frederik Elwert ◽

Samira Tabti ◽

Volkhard Krech

Keyword(s):

Nuclear Norm ◽

Low Rank ◽

Nuclear Norm Regularization

Download Full-text

Quantile trace regression via nuclear norm regularization

Statistics & Probability Letters ◽

10.1016/j.spl.2021.109299 ◽

2021 ◽

pp. 109299

Author(s):

Lei Wang ◽

Jing Zhang ◽

Bo Li ◽

Xiaohui Liu

Keyword(s):

Nuclear Norm ◽

Nuclear Norm Regularization

Download Full-text

Matrix completion by Truncated Nuclear Norm Regularization

2012 IEEE Conference on Computer Vision and Pattern Recognition ◽

10.1109/cvpr.2012.6247927 ◽

2012 ◽

Cited By ~ 11

Author(s):

Debing Zhang ◽

Yao Hu ◽

Jieping Ye ◽

Xuelong Li ◽

Xiaofei He

Keyword(s):

Matrix Completion ◽

Nuclear Norm ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

Download Full-text

A Novel Enriched Version of Truncated Nuclear Norm Regularization for Matrix Completion of Inexact Observed Data

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2020.2983708 ◽

2020 ◽

pp. 1-1

Author(s):

Tayyebeh Saeedi ◽

Mansoor Rezghi

Keyword(s):

Matrix Completion ◽

Nuclear Norm ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

Download Full-text

Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2012.271 ◽

2013 ◽

Vol 35 (9) ◽

pp. 2117-2130 ◽

Cited By ~ 313

Author(s):

Yao Hu ◽

Debing Zhang ◽

Jieping Ye ◽

Xuelong Li ◽

Xiaofei He

Keyword(s):

Matrix Completion ◽

Nuclear Norm ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

Download Full-text

System identification with missing data via nuclear norm regularization

2009 European Control Conference (ECC) ◽

10.23919/ecc.2009.7074443 ◽

2009 ◽

Cited By ~ 8

Author(s):

Cristian Grossmann ◽

Colin N. Jones ◽

Manfred Morari

Keyword(s):

Missing Data ◽

System Identification ◽

Nuclear Norm ◽

Nuclear Norm Regularization

Download Full-text

2-D Seismic Data Reconstruction via Truncated Nuclear Norm Regularization

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.2976664 ◽

2020 ◽

Vol 58 (9) ◽

pp. 6336-6343

Author(s):

Wanjuan Zhang ◽

Lihua Fu ◽

Meng Zhang ◽

Wenting Cheng

Keyword(s):

Seismic Data ◽

Nuclear Norm ◽

Data Reconstruction ◽

Seismic Data Reconstruction ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

Download Full-text

Differentially expressed genes selection via Truncated Nuclear Norm Regularization

2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2016.7822800 ◽

2016 ◽

Author(s):

Ya-Xuan Wang ◽

Jin-Xing Liu ◽

Ying-Lian Gao ◽

Xiang-Zhen Kong ◽

Chun-Hou Zheng ◽

...

Keyword(s):

Differentially Expressed Genes ◽

Differentially Expressed ◽

Nuclear Norm ◽

Nuclear Norm Regularization ◽

Truncated Nuclear Norm

Download Full-text