Beyond LASSO: Structured Sparsity

SPARSE MODELING ◽

10.1201/b17758-9 ◽

2018 ◽

pp. 109-133

Author(s):

MISSING-VALUE MISSING-VALUE

Keyword(s):

Structured Sparsity

Download Full-text

Audio inpainting: Evaluation of time-frequency representations and structured sparsity approaches

Signal Processing ◽

10.1016/j.sigpro.2018.07.012 ◽

2018 ◽

Vol 153 ◽

pp. 291-299 ◽

Cited By ~ 4

Author(s):

Florian Lieb ◽

Hans-Georg Stark

Keyword(s):

Structured Sparsity ◽

Time Frequency

Download Full-text

MAP-based image denoising with structured sparsity and Gaussian scale mixture

Pattern Analysis and Applications ◽

10.1007/s10044-018-0692-5 ◽

2018 ◽

Vol 22 (3) ◽

pp. 965-977

Author(s):

Jimin Ye ◽

Yue Zhang

Keyword(s):

Image Denoising ◽

Structured Sparsity ◽

Scale Mixture ◽

Gaussian Scale Mixture

Download Full-text

Video Foreground-Background Separation via Weighted Schatten-p Norm and Structured Sparsity Decomposition

Laser & Optoelectronics Progress ◽

10.3788/lop202158.0815008 ◽

2021 ◽

Vol 58 (8) ◽

pp. 0815008

Author(s):

魏玉峰 Wei Yufeng ◽

景明利 Jing Mingli ◽

李岚 Li Lan ◽

孙坤 Sun Kun ◽

樊锐博 Fan Ruibo

Keyword(s):

Structured Sparsity

Download Full-text

Compressive Sampling Stepped Frequency GPR Using Probabilistic Structured Sparsity Models

10.1109/telsiks52058.2021.9606334 ◽

2021 ◽

Author(s):

Venceslav Kafedziski

Keyword(s):

Compressive Sampling ◽

Structured Sparsity ◽

Stepped Frequency

Download Full-text

Heterogeneous representation learning with separable structured sparsity regularization

Knowledge and Information Systems ◽

10.1007/s10115-017-1094-5 ◽

2017 ◽

Vol 55 (3) ◽

pp. 671-694 ◽

Cited By ~ 1

Author(s):

Pei Yang ◽

Qi Tan ◽

Yada Zhu ◽

Jingrui He

Keyword(s):

Representation Learning ◽

Structured Sparsity ◽

Sparsity Regularization

Download Full-text

On structured sparsity and selected applications in tomographic imaging

10.1117/12.893784 ◽

2011 ◽

Cited By ~ 3

Author(s):

Aleksandra Pižurica ◽

Jan Aelterman ◽

F. Bai ◽

Sam Vanloocke ◽

Hiep Quang Luong ◽

...

Keyword(s):

Tomographic Imaging ◽

Structured Sparsity

Download Full-text

Tri-Structured-Sparsity Induced Joint Feature Selection and Classification for Hybrid Noise Resilient Multilabel Learning

IEEE Access ◽

10.1109/access.2020.3001274 ◽

2020 ◽

Vol 8 ◽

pp. 108270-108280

Author(s):

Lei Xu ◽

Chuancheng Song ◽

Lei Chen

Keyword(s):

Feature Selection ◽

Structured Sparsity ◽

Multilabel Learning

Download Full-text

Joint Optimization of Quantization and Structured Sparsity for Compressed Deep Neural Networks

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2019.8682791 ◽

2019 ◽

Cited By ~ 4

Author(s):

Gaurav Srivastava ◽

Deepak Kadetotad ◽

Shihui Yin ◽

Visar Berisha ◽

Chaitali Chakrabarti ◽

...

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Joint Optimization ◽

Structured Sparsity

Download Full-text

Structured Sparsity Learning Based Multiuser Detection in Massive-Device Multiple Access

2018 IEEE Global Communications Conference (GLOBECOM) ◽

10.1109/glocom.2018.8648017 ◽

2018 ◽

Cited By ~ 1

Author(s):

Tian Ding ◽

Xiaojun Yuan ◽

Soung Chang Liew

Keyword(s):

Multiuser Detection ◽

Multiple Access ◽

Structured Sparsity

Download Full-text

Task-driven dictionary learning for hyperspectral image classification with structured sparsity priors

2014 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2014.7026065 ◽

2014 ◽

Author(s):

Xiaoxia Sun ◽

Nasser M. Nasrabadi ◽

Trac D. Tran

Keyword(s):

Image Classification ◽

Dictionary Learning ◽

Hyperspectral Image ◽

Structured Sparsity ◽

Hyperspectral Image Classification

Download Full-text