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export results for "sparsity pattern"
@article{DBLP:journals/paa/TostaFNMKN24, author = {Tha{\'{\i}}na Aparecida Azevedo Tosta and Paulo Rog{\'{e}}rio de Faria and Leandro Alves Neves and Alessandro Santana Martins and Chetna Kaushal and Marcelo Zanchetta do Nascimento}, title = {Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H{\&}E histological images}, journal = {Pattern Anal. Appl.}, volume = {27}, number = {1}, pages = {11}, year = {2024} }
@article{DBLP:journals/pr/XieYGS24, author = {De{-}Yan Xie and Ming Yang and Quanxue Gao and Wei Song}, title = {Non-convex tensorial multi-view clustering by integrating {\(\mathscr{l}\)}1-based sliced-Laplacian regularization and {\(\mathscr{l}\)}2,p-sparsity}, journal = {Pattern Recognit.}, volume = {154}, pages = {110605}, year = {2024} }
@article{DBLP:journals/tmlr/KeH24, author = {Chuyang Ke and Jean Honorio}, title = {Provable Guarantees for Sparsity Recovery with Deterministic Missing Data Patterns}, journal = {Trans. Mach. Learn. Res.}, volume = {2024}, year = {2024} }
@article{DBLP:journals/tvt/MengYWBTZH24, author = {Kuo Meng and Shaoshi Yang and Xiao{-}Yang Wang and Yan Bu and Yurong Tang and Jianhua Zhang and Lajos Hanzo}, title = {Joint Sparsity Pattern Learning Based Channel Estimation for Massive {MIMO-OTFS} Systems}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {73}, number = {8}, pages = {12189--12194}, year = {2024} }
@article{DBLP:journals/corr/abs-2403-03771, author = {Kuo Meng and Shaoshi Yang and Xiao{-}Yang Wang and Yan Bu and Yurong Tang and Jianhua Zhang and Lajos Hanzo}, title = {Joint Sparsity Pattern Learning Based Channel Estimation for Massive {MIMO-OTFS} Systems}, journal = {CoRR}, volume = {abs/2403.03771}, year = {2024} }
@article{DBLP:journals/corr/abs-2407-07848, author = {Cody Wild and Jesper Anderson}, title = {Uncovering Layer-Dependent Activation Sparsity Patterns in ReLU Transformers}, journal = {CoRR}, volume = {abs/2407.07848}, year = {2024} }
@article{DBLP:journals/access/HuangZZCJZ23, author = {Ziwei Huang and Jingjing Zheng and Li Zhao and Huiling Chen and Xianta Jiang and Xiaoqin Zhang}, title = {DL-Net: Sparsity Prior Learning for Grasp Pattern Recognition}, journal = {{IEEE} Access}, volume = {11}, pages = {6444--6451}, year = {2023} }
@article{DBLP:journals/aei/YuH23, author = {Lean Yu and Changhua He}, title = {A shapelet-based behavioral pattern extraction method for credit risk classification with behavior sparsity}, journal = {Adv. Eng. Informatics}, volume = {58}, pages = {102227}, year = {2023} }
@article{DBLP:journals/pami/FuLLZSZY23, author = {Yanwei Fu and Chen Liu and Donghao Li and Zuyuan Zhong and Xinwei Sun and Jinshan Zeng and Yuan Yao}, title = {Exploring Structural Sparsity of Deep Networks Via Inverse Scale Spaces}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {2}, pages = {1749--1765}, year = {2023} }
@article{DBLP:journals/pami/LiuD23, author = {Siying Liu and Pier Luigi Dragotti}, title = {Sensing Diversity and Sparsity Models for Event Generation and Video Reconstruction from Events}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {10}, pages = {12444--12458}, year = {2023} }
@article{DBLP:journals/pami/WangGDWYLA23, author = {Longguang Wang and Yulan Guo and Xiaoyu Dong and Yingqian Wang and Xinyi Ying and Zaiping Lin and Wei An}, title = {Exploring Fine-Grained Sparsity in Convolutional Neural Networks for Efficient Inference}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {4}, pages = {4474--4493}, year = {2023} }
@article{DBLP:journals/pami/WangZQGF23, author = {Huan Wang and Yulun Zhang and Can Qin and Luc Van Gool and Yun Fu}, title = {Global Aligned Structured Sparsity Learning for Efficient Image Super-Resolution}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {9}, pages = {10974--10989}, year = {2023} }
@article{DBLP:journals/pami/ZhangZWTZL23, author = {Xiaoqin Zhang and Jingjing Zheng and Di Wang and Guiying Tang and Zhengyuan Zhou and Zhouchen Lin}, title = {Structured Sparsity Optimization With Non-Convex Surrogates of {\textdollar}{\textbackslash}ell {\_}\{2,0\}{\textdollar}{\(\mathscr{l}\)}2,0-Norm: {A} Unified Algorithmic Framework}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {5}, pages = {6386--6402}, year = {2023} }
@article{DBLP:journals/pr/DuLZXLY23, author = {Shuangli Du and Yiguang Liu and Minghua Zhao and Zhenyu Xu and Jie Li and Zhenzhen You}, title = {A new image decomposition approach using pixel-wise analysis sparsity model}, journal = {Pattern Recognit.}, volume = {136}, pages = {109241}, year = {2023} }
@article{DBLP:journals/tac/BelabbasCZ23, author = {Mohamed{-}Ali Belabbas and Xudong Chen and Daniel Zelazo}, title = {On Structural Rank and Resilience of Sparsity Patterns}, journal = {{IEEE} Trans. Autom. Control.}, volume = {68}, number = {8}, pages = {4783--4795}, year = {2023} }
@inproceedings{DBLP:conf/aistats/SakaueO23, author = {Shinsaku Sakaue and Taihei Oki}, title = {Improved Generalization Bound and Learning of Sparsity Patterns for Data-Driven Low-Rank Approximation}, booktitle = {{AISTATS}}, series = {Proceedings of Machine Learning Research}, volume = {206}, pages = {1--10}, publisher = {{PMLR}}, year = {2023} }
@inproceedings{DBLP:conf/isit/BulusuGV23, author = {Saikiran Bulusu and Venkata Gandikota and Pramod K. Varshney}, title = {1-Bit Compressed Sensing with Local Sparsity Patterns}, booktitle = {{ISIT}}, pages = {1172--1177}, publisher = {{IEEE}}, year = {2023} }
@article{DBLP:journals/cssp/VJN22, author = {Prateek G. V. and Yo{-}El Ju and Arye Nehorai}, title = {Sparsity-Assisted Signal Denoising and Pattern Recognition in Time-Series Data}, journal = {Circuits Syst. Signal Process.}, volume = {41}, number = {1}, pages = {249--298}, year = {2022} }
@article{DBLP:journals/ficn/GalloniSHOM22, author = {Alessandro R. Galloni and Aya Samadzelkava and Kiran Hiremath and Reuben Oumnov and Aaron D. Milstein}, title = {Recurrent Excitatory Feedback From Mossy Cells Enhances Sparsity and Pattern Separation in the Dentate Gyrus via Indirect Feedback Inhibition}, journal = {Frontiers Comput. Neurosci.}, volume = {16}, pages = {826278}, year = {2022} }
@article{DBLP:journals/paa/MohaouiHR22, author = {Souad Mohaoui and Abdelilah Hakim and Said Raghay}, title = {Parallel matrix factorization-based collaborative sparsity and smooth prior for estimating missing values in multidimensional data}, journal = {Pattern Anal. Appl.}, volume = {25}, number = {4}, pages = {963--980}, year = {2022} }
@article{DBLP:journals/pami/NiuLMDZQLWR22, author = {Wei Niu and Zhengang Li and Xiaolong Ma and Peiyan Dong and Gang Zhou and Xuehai Qian and Xue Lin and Yanzhi Wang and Bin Ren}, title = {{GRIM:} {A} General, Real-Time Deep Learning Inference Framework for Mobile Devices Based on Fine-Grained Structured Weight Sparsity}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {10}, pages = {6224--6239}, year = {2022} }
@article{DBLP:journals/pr/GhoshMDDDM22, author = {Arka Ghosh and Sankha Subhra Mullick and Shounak Datta and Swagatam Das and Asit Kumar Das and Rammohan Mallipeddi}, title = {A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers}, journal = {Pattern Recognit.}, volume = {122}, pages = {108279}, year = {2022} }
@article{DBLP:journals/pr/ZhaoWZF22, author = {Shuping Zhao and Jigang Wu and Bob Zhang and Lunke Fei}, title = {Low-rank inter-class sparsity based semi-flexible target least squares regression for feature representation}, journal = {Pattern Recognit.}, volume = {123}, pages = {108346}, year = {2022} }
@inproceedings{DBLP:conf/dac/LiuZWCHJLJ22, author = {Fangxin Liu and Wenbo Zhao and Zongwu Wang and Yongbiao Chen and Zhezhi He and Naifeng Jing and Xiaoyao Liang and Li Jiang}, title = {{EBSP:} evolving bit sparsity patterns for hardware-friendly inference of quantized deep neural networks}, booktitle = {{DAC}}, pages = {259--264}, publisher = {{ACM}}, year = {2022} }
@inproceedings{DBLP:conf/iscas/LeighHM22, author = {Alexander J. Leigh and Moslem Heidarpur and Mitra Mirhassani}, title = {Selective Input Sparsity in Spiking Neural Networks for Pattern Classification}, booktitle = {{ISCAS}}, pages = {799--803}, publisher = {{IEEE}}, year = {2022} }
@article{DBLP:journals/corr/abs-2206-04893, author = {Chuyang Ke and Jean Honorio}, title = {Provable Guarantees for Sparsity Recovery with Deterministic Missing Data Patterns}, journal = {CoRR}, volume = {abs/2206.04893}, year = {2022} }
@article{DBLP:journals/corr/abs-2209-08281, author = {Shinsaku Sakaue and Taihei Oki}, title = {Improved Generalization Bound and Learning of Sparsity Patterns for Data-Driven Low-Rank Approximation}, journal = {CoRR}, volume = {abs/2209.08281}, year = {2022} }
@article{DBLP:journals/pami/NguyenM21, author = {Canh Hao Nguyen and Hiroshi Mamitsuka}, title = {Learning on Hypergraphs With Sparsity}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {43}, number = {8}, pages = {2710--2722}, year = {2021} }
@article{DBLP:journals/pr/HsiehS21, author = {Po{-}Wen Hsieh and Pei{-}Chiang Shao}, title = {Blind image deblurring based on the sparsity of patch minimum information}, journal = {Pattern Recognit.}, volume = {109}, pages = {107597}, year = {2021} }
@article{DBLP:journals/pr/WangZL0LS21, author = {Zhenlei Wang and Suyun Zhao and Zheng Li and Hong Chen and Cuiping Li and Yufeng Shen}, title = {Ensemble selection with joint spectral clustering and structural sparsity}, journal = {Pattern Recognit.}, volume = {119}, pages = {108061}, year = {2021} }
@article{DBLP:journals/tit/KabaZVRM21, author = {Mustafa Devrim Kaba and Mengnan Zhao and Ren{\'{e}} Vidal and Daniel P. Robinson and Enrique Mallada}, title = {What is the Largest Sparsity Pattern That Can Be Recovered by 1-Norm Minimization?}, journal = {{IEEE} Trans. Inf. Theory}, volume = {67}, number = {5}, pages = {3060--3074}, year = {2021} }
@article{DBLP:journals/trets/YangHKLHYLLJ21, author = {Tao Yang and Zhezhi He and Tengchuan Kou and Qingzheng Li and Qi Han and Haibao Yu and Fangxin Liu and Yun Liang and Li Jiang}, title = {{BISWSRBS:} {A} Winograd-based {CNN} Accelerator with a Fine-grained Regular Sparsity Pattern and Mixed Precision Quantization}, journal = {{ACM} Trans. Reconfigurable Technol. Syst.}, volume = {14}, number = {4}, pages = {18:1--18:28}, year = {2021} }
@inproceedings{DBLP:conf/glvlsi/LiuZWZZS21, author = {Shiwei Liu and Zihao Zhao and Yanhong Wang and Qiaosha Zou and Yiyun Zhang and Chuanjin Richard Shi}, title = {Systolic-Array Deep-Learning Acceleration Exploring Pattern-Indexed Coordinate-Assisted Sparsity for Real-Time On-Device Speech Processing}, booktitle = {{ACM} Great Lakes Symposium on {VLSI}}, pages = {353--358}, publisher = {{ACM}}, year = {2021} }
@inproceedings{DBLP:conf/iccad/OzenO21, author = {Elbruz Ozen and Alex Orailoglu}, title = {Evolving Complementary Sparsity Patterns for Hardware-Friendly Inference of Sparse DNNs}, booktitle = {{ICCAD}}, pages = {1--8}, publisher = {{IEEE}}, year = {2021} }
@article{DBLP:journals/corr/abs-2104-08314, author = {Hossam Amer and Ahmed H. Salamah and Ahmad Sajedi and En{-}Hui Yang}, title = {High Performance Convolution Using Sparsity and Patterns for Inference in Deep Convolutional Neural Networks}, journal = {CoRR}, volume = {abs/2104.08314}, year = {2021} }
@article{DBLP:journals/corr/abs-2105-14713, author = {Mingbao Lin and Yuchao Li and Yuxin Zhang and Bohong Chen and Fei Chao and Mengdi Wang and Shen Li and Jun Yang and Rongrong Ji}, title = {1{\texttimes}N Block Pattern for Network Sparsity}, journal = {CoRR}, volume = {abs/2105.14713}, year = {2021} }
@article{DBLP:journals/lalc/RajputAR20, author = {Nikhil Kumar Rajput and Bhavya Ahuja and Manoj Kumar Riyal}, title = {Alphabet usage pattern, word lengths, and sparsity in seven Indo-European languages}, journal = {Digit. Scholarsh. Humanit.}, volume = {35}, number = {4}, pages = {727--736}, year = {2020} }
@article{DBLP:journals/pami/WeiSK20, author = {Xian Wei and Hao Shen and Martin Kleinsteuber}, title = {Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {42}, number = {12}, pages = {3119--3135}, year = {2020} }
@article{DBLP:journals/pr/FanLZQH20, author = {Ruidong Fan and Tingjin Luo and Wenzhang Zhuge and Sheng Qiang and Chenping Hou}, title = {Multi-view subspace learning via bidirectional sparsity}, journal = {Pattern Recognit.}, volume = {108}, pages = {107524}, year = {2020} }
@article{DBLP:journals/pr/WeiDL20, author = {Wei Wei and Hua Dai and Wei{-}tai Liang}, title = {Exponential sparsity preserving projection with applications to image recognition}, journal = {Pattern Recognit.}, volume = {104}, pages = {107357}, year = {2020} }
@article{DBLP:journals/pr/YeZYFG20, author = {Xinchen Ye and Mingliang Zhang and Jingyu Yang and Xin Fan and Fangfang Guo}, title = {A sparsity-promoting image decomposition model for depth recovery}, journal = {Pattern Recognit.}, volume = {107}, pages = {107506}, year = {2020} }
@article{DBLP:journals/prl/LiuLTQ20, author = {Deyin Liu and Liangchen Liu and Yun Tie and Lin Qi}, title = {Multi-task image set classification via joint representation with class-level sparsity and intra-task low-rankness}, journal = {Pattern Recognit. Lett.}, volume = {132}, pages = {99--105}, year = {2020} }
@article{DBLP:journals/prl/ZhangFW20, author = {Suofei Zhang and Wenhao Fan and Xiaofu Wu}, title = {Towards capsule routing as reconstruction with sparsity constraints}, journal = {Pattern Recognit. Lett.}, volume = {140}, pages = {193--199}, year = {2020} }
@inproceedings{DBLP:conf/eccv/MaNZLLLWCTMRW20, author = {Xiaolong Ma and Wei Niu and Tianyun Zhang and Sijia Liu and Sheng Lin and Hongjia Li and Wujie Wen and Xiang Chen and Jian Tang and Kaisheng Ma and Bin Ren and Yanzhi Wang}, title = {An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices}, booktitle = {{ECCV} {(13)}}, series = {Lecture Notes in Computer Science}, volume = {12358}, pages = {629--645}, publisher = {Springer}, year = {2020} }
@inproceedings{DBLP:conf/fccm/LiLWY20, author = {Ning Li and Leibo Liu and Shaojun Wei and Shouyi Yin}, title = {A High-performance Inference Accelerator Exploiting Patterned Sparsity in CNNs}, booktitle = {{FCCM}}, pages = {243}, publisher = {{IEEE}}, year = {2020} }
@inproceedings{DBLP:conf/fpl/YangLSLJJ20, author = {Tao Yang and Yunkun Liao and Jianping Shi and Yun Liang and Naifeng Jing and Li Jiang}, title = {A Winograd-Based {CNN} Accelerator with a Fine-Grained Regular Sparsity Pattern}, booktitle = {{FPL}}, pages = {254--261}, publisher = {{IEEE}}, year = {2020} }
@article{DBLP:journals/corr/abs-2001-07710, author = {Xiaolong Ma and Wei Niu and Tianyun Zhang and Sijia Liu and Fu{-}Ming Guo and Sheng Lin and Hongjia Li and Xiang Chen and Jian Tang and Kaisheng Ma and Bin Ren and Yanzhi Wang}, title = {An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices}, journal = {CoRR}, volume = {abs/2001.07710}, year = {2020} }
@article{DBLP:journals/corr/abs-2006-16180, author = {Wenye Li and Shuzhong Zhang}, title = {Binary Random Projections with Controllable Sparsity Patterns}, journal = {CoRR}, volume = {abs/2006.16180}, year = {2020} }
@article{DBLP:journals/ijprai/ZhuLHD19, author = {Zijiang Zhu and Junshan Li and Yi Hu and Xiaoguang Deng}, title = {Research on Age Estimation Algorithm Based on Structured Sparsity}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {33}, number = {6}, pages = {1956006:1--1956006:20}, year = {2019} }
@article{DBLP:journals/ol/NutiniSH19, author = {Julie Nutini and Mark Schmidt and Warren L. Hare}, title = {"Active-set complexity" of proximal gradient: How long does it take to find the sparsity pattern?}, journal = {Optim. Lett.}, volume = {13}, number = {4}, pages = {645--655}, year = {2019} }
@article{DBLP:journals/paa/LiuWS19, author = {Zhen Liu and Xiao{-}Jun Wu and Zhenqiu Shu}, title = {Sparsity augmented discriminative sparse representation for face recognition}, journal = {Pattern Anal. Appl.}, volume = {22}, number = {4}, pages = {1527--1535}, year = {2019} }
@article{DBLP:journals/paa/YeZ19, author = {Jimin Ye and Yue Zhang}, title = {MAP-based image denoising with structured sparsity and Gaussian scale mixture}, journal = {Pattern Anal. Appl.}, volume = {22}, number = {3}, pages = {965--977}, year = {2019} }
@article{DBLP:journals/pr/BuWGJ19, author = {Xingyuan Bu and Yuwei Wu and Zhi Gao and Yunde Jia}, title = {Deep convolutional network with locality and sparsity constraints for texture classification}, journal = {Pattern Recognit.}, volume = {91}, pages = {34--46}, year = {2019} }
@article{DBLP:journals/pr/KumarSD19, author = {Kuldeep Kumar and Kaleem Siddiqi and Christian Desrosiers}, title = {White matter fiber analysis using kernel dictionary learning and sparsity priors}, journal = {Pattern Recognit.}, volume = {95}, pages = {83--95}, year = {2019} }
@article{DBLP:journals/pr/PengZWAS19, author = {Jialin Peng and Xiaofeng Zhu and Ye Wang and Le An and Dinggang Shen}, title = {Structured sparsity regularized multiple kernel learning for Alzheimer's disease diagnosis}, journal = {Pattern Recognit.}, volume = {88}, pages = {370--382}, year = {2019} }
@article{DBLP:journals/tip/SeghouaneSK19, author = {Abd{-}Krim Seghouane and Navid Shokouhi and Inge Koch}, title = {Sparse Principal Component Analysis With Preserved Sparsity Pattern}, journal = {{IEEE} Trans. Image Process.}, volume = {28}, number = {7}, pages = {3274--3285}, year = {2019} }
@article{DBLP:journals/tsipn/KafleGKWV19, author = {Swatantra Kafle and Vipul Gupta and Bhavya Kailkhura and Thakshila Wimalajeewa and Pramod K. Varshney}, title = {Joint Sparsity Pattern Recovery With 1-b Compressive Sensing in Distributed Sensor Networks}, journal = {{IEEE} Trans. Signal Inf. Process. over Networks}, volume = {5}, number = {1}, pages = {15--30}, year = {2019} }
@inproceedings{DBLP:conf/hipc/VooturiK19, author = {Dharma Teja Vooturi and Kishore Kothapalli}, title = {Efficient Sparse Neural Networks Using Regularized Multi Block Sparsity Pattern on a {GPU}}, booktitle = {HiPC}, pages = {215--224}, publisher = {{IEEE}}, year = {2019} }
@inproceedings{DBLP:conf/i2mtc/ZhangQ19, author = {Jingchao Zhang and Liyan Qiao}, title = {A Novel Boost Algorithm Exploiting Adjacent Sparsity Pattern}, booktitle = {{I2MTC}}, pages = {1--6}, publisher = {{IEEE}}, year = {2019} }
@inproceedings{DBLP:conf/pricai/Thirunavukarasu19, author = {Balasubramaniam Thirunavukarasu and Richi Nayak and Chau Yuen}, title = {Sparsity Constraint Nonnegative Tensor Factorization for Mobility Pattern Mining}, booktitle = {{PRICAI} {(2)}}, series = {Lecture Notes in Computer Science}, volume = {11671}, pages = {582--594}, publisher = {Springer}, year = {2019} }
@article{DBLP:journals/dsp/HanS18, author = {Ningning Han and Zhanjie Song}, title = {Bayesian multiple measurement vector problem with spatial structured sparsity patterns}, journal = {Digit. Signal Process.}, volume = {75}, pages = {184--201}, year = {2018} }
@article{DBLP:journals/dsp/ShaeiriKA18, author = {Zahra Shaeiri and Mohammad Reza Karami and Ali Aghagolzadeh}, title = {Enhancing the sufficient condition of sparsity pattern recovery}, journal = {Digit. Signal Process.}, volume = {81}, pages = {43--49}, year = {2018} }
@article{DBLP:journals/iet-spr/Cao0X18, author = {Hangting Cao and Jiang Zhu and Zhiwei Xu}, title = {Adaptive one-bit quantisation via approximate message passing with nearest neighbour sparsity pattern learning}, journal = {{IET} Signal Process.}, volume = {12}, number = {5}, pages = {629--635}, year = {2018} }
@article{DBLP:journals/ijprai/YuNZ18, author = {Chuanbo Yu and Rencan Nie and Dongming Zhou}, title = {A Regularized Locality Projection-Based Sparsity Discriminant Analysis for Face Recognition}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {32}, number = {5}, pages = {1856006:1--1856006:19}, year = {2018} }
@article{DBLP:journals/pami/XieZMX18, author = {Qi Xie and Qian Zhao and Deyu Meng and Zongben Xu}, title = {Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {40}, number = {8}, pages = {1888--1902}, year = {2018} }
@article{DBLP:journals/dsp/ShaeiriKA17, author = {Zahra Shaeiri and Mohammad Reza Karami and Ali Aghagolzadeh}, title = {Enhancing the fundamental limits of sparsity pattern recovery}, journal = {Digit. Signal Process.}, volume = {69}, pages = {275--285}, year = {2017} }
@article{DBLP:journals/pami/MajumdarSV17, author = {Angshul Majumdar and Richa Singh and Mayank Vatsa}, title = {Face Verification via Class Sparsity Based Supervised Encoding}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {39}, number = {6}, pages = {1273--1280}, year = {2017} }
@article{DBLP:journals/pr/AkhtarSM17, author = {Naveed Akhtar and Faisal Shafait and Ajmal S. Mian}, title = {Efficient classification with sparsity augmented collaborative representation}, journal = {Pattern Recognit.}, volume = {65}, pages = {136--145}, year = {2017} }
@article{DBLP:journals/pr/SankaranGVSM17, author = {Anush Sankaran and Gaurav Goswami and Mayank Vatsa and Richa Singh and Angshul Majumdar}, title = {Class sparsity signature based Restricted Boltzmann Machine}, journal = {Pattern Recognit.}, volume = {61}, pages = {674--685}, year = {2017} }
@article{DBLP:journals/pr/WangKWY17, author = {Hongxing Wang and Yoshinobu Kawahara and Chaoqun Weng and Junsong Yuan}, title = {Representative Selection with Structured Sparsity}, journal = {Pattern Recognit.}, volume = {63}, pages = {268--278}, year = {2017} }
@article{DBLP:journals/pr/ZhangZW17, author = {Jianjia Zhang and Luping Zhou and Lei Wang}, title = {Subject-adaptive Integration of Multiple {SICE} Brain Networks with Different Sparsity}, journal = {Pattern Recognit.}, volume = {63}, pages = {642--652}, year = {2017} }
@article{DBLP:journals/siamis/NgNYZ17, author = {Michael K. Ng and Henry Y. T. Ngan and Xiaoming Yuan and Wenxing Zhang}, title = {Lattice-Based Patterned Fabric Inspection by Using Total Variation with Sparsity and Low-Rank Representations}, journal = {{SIAM} J. Imaging Sci.}, volume = {10}, number = {4}, pages = {2140--2164}, year = {2017} }
@article{DBLP:journals/tip/LiangLL17, author = {Wei{-}Jie Liang and Gang{-}Xuan Lin and Chun{-}Shien Lu}, title = {Tree Structure Sparsity Pattern Guided Convex Optimization for Compressive Sensing of Large-Scale Images}, journal = {{IEEE} Trans. Image Process.}, volume = {26}, number = {2}, pages = {847--859}, year = {2017} }
@article{DBLP:journals/tit/ParkYL17, author = {Sangjun Park and Nam Yul Yu and Heung{-}No Lee}, title = {An Information-Theoretic Study for Joint Sparsity Pattern Recovery With Different Sensing Matrices}, journal = {{IEEE} Trans. Inf. Theory}, volume = {63}, number = {9}, pages = {5559--5571}, year = {2017} }
@inproceedings{DBLP:conf/eusipco/RenckerWP17, author = {Lucas Rencker and Wenwu Wang and Mark D. Plumbley}, title = {Multivariate iterative hard thresholding for sparse decomposition with flexible sparsity patterns}, booktitle = {{EUSIPCO}}, pages = {2156--2160}, publisher = {{IEEE}}, year = {2017} }
@article{DBLP:journals/bspc/LiLW16, author = {Xiaomeng Li and Xuesong Lu and Haixian Wang}, title = {Robust common spatial patterns with sparsity}, journal = {Biomed. Signal Process. Control.}, volume = {26}, pages = {52--57}, year = {2016} }
@article{DBLP:journals/cca/CarterHS16, author = {Richard G. Carter and Shahadat Hossain and Marzia Sultana}, title = {Efficient detection of hessian matrix sparsity pattern}, journal = {{ACM} Commun. Comput. Algebra}, volume = {50}, number = {4}, pages = {151--154}, year = {2016} }
@article{DBLP:journals/ijprai/WenZH16, author = {Ying Wen and Le Zhang and Lili Hou}, title = {Discriminant Sparsity Preserving Analysis for Face Recognition}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {30}, number = {2}, pages = {1656003:1--1656003:12}, year = {2016} }
@article{DBLP:journals/neuroimage/KimCSL16, author = {JungHoe Kim and Vince D. Calhoun and Eunsoo Shim and Jong{-}Hwan Lee}, title = {Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia}, journal = {NeuroImage}, volume = {124}, pages = {127--146}, year = {2016} }
@article{DBLP:journals/pr/RoySM16, author = {Debaditya Roy and M. Srinivas and C. Krishna Mohan}, title = {Sparsity-inducing dictionaries for effective action classification}, journal = {Pattern Recognit.}, volume = {59}, pages = {55--62}, year = {2016} }
@article{DBLP:journals/pr/WengDJ16, author = {Libo Weng and Fadi Dornaika and Zhong Jin}, title = {Flexible constrained sparsity preserving embedding}, journal = {Pattern Recognit.}, volume = {60}, pages = {813--823}, year = {2016} }
@article{DBLP:journals/prl/MaoZ16, author = {Jiayun Mao and Zhenyue Zhang}, title = {A local convex method for rank-sparsity factorization}, journal = {Pattern Recognit. Lett.}, volume = {71}, pages = {31--37}, year = {2016} }
@article{DBLP:journals/tsp/LiWV16, author = {Gang Li and Thakshila Wimalajeewa and Pramod K. Varshney}, title = {Decentralized and Collaborative Subspace Pursuit: {A} Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery With Sensor Networks}, journal = {{IEEE} Trans. Signal Process.}, volume = {64}, number = {3}, pages = {556--566}, year = {2016} }
@article{DBLP:journals/tsp/ThemelisRK16, author = {Konstantinos E. Themelis and Athanasios A. Rontogiannis and Konstantinos D. Koutroumbas}, title = {Variational Bayes Group Sparse Time-Adaptive Parameter Estimation With Either Known or Unknown Sparsity Pattern}, journal = {{IEEE} Trans. Signal Process.}, volume = {64}, number = {12}, pages = {3194--3206}, year = {2016} }
@inproceedings{DBLP:conf/globalsip/KafleKWV16, author = {Swatantra Kafle and Bhavya Kailkhura and Thakshila Wimalajeewa and Pramod K. Varshney}, title = {Decentralized joint sparsity pattern recovery using 1-bit compressive sensing}, booktitle = {GlobalSIP}, pages = {1354--1358}, publisher = {{IEEE}}, year = {2016} }
@inproceedings{DBLP:conf/icpr/WangLLCL16, author = {Yuxi Wang and Yue Liu and Zhuwen Li and Loong{-}Fah Cheong and Haibin Ling}, title = {Visual tracking via sparsity pattern learning}, booktitle = {{ICPR}}, pages = {2716--2721}, publisher = {{IEEE}}, year = {2016} }
@article{DBLP:journals/corr/MengWKHL16, author = {Xiangming Meng and Sheng Wu and Linling Kuang and Defeng Huang and Jianhua Lu}, title = {Approximate Message Passing with Nearest Neighbor Sparsity Pattern Learning}, journal = {CoRR}, volume = {abs/1601.00543}, year = {2016} }
@article{DBLP:journals/ijprai/FengWLZ15, author = {Lin Feng and Huibing Wang and Sheng{-}lan Liu and Hongwei Zhang}, title = {Locality Structured Sparsity Preserving Embedding}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {29}, number = {6}, pages = {1551010:1--1551010:23}, year = {2015} }
@article{DBLP:journals/ijprai/XuDLW15, author = {Danlei Xu and Lan Du and Hongwei Liu and Penghui Wang}, title = {Bayesian Classifier for Sparsity-Promoting Feature Selection}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {29}, number = {6}, pages = {1550022:1--1550022:28}, year = {2015} }
@article{DBLP:journals/pr/GaoHZHLW15, author = {Quanxue Gao and Yunfang Huang and Hailin Zhang and Xin Hong and Kui Li and Yong Wang}, title = {Discriminative sparsity preserving projections for image recognition}, journal = {Pattern Recognit.}, volume = {48}, number = {8}, pages = {2543--2553}, year = {2015} }
@article{DBLP:journals/prl/HeFZ15, author = {Xiaowei He and Junli Fan and Zhonglong Zheng}, title = {Image restoration with l\({}_{\mbox{2}}\)-type edge-continuous overlapping group sparsity}, journal = {Pattern Recognit. Lett.}, volume = {68}, pages = {211--216}, year = {2015} }
@article{DBLP:journals/tcyb/FengJXYZZL15, author = {Yinfu Feng and Mingming Ji and Jun Xiao and Xiaosong Yang and Jian J. Zhang and Yueting Zhuang and Xuelong Li}, title = {Mining Spatial-Temporal Patterns and Structural Sparsity for Human Motion Data Denoising}, journal = {{IEEE} Trans. Cybern.}, volume = {45}, number = {12}, pages = {2693--2706}, year = {2015} }
@inproceedings{DBLP:conf/acssc/GuptaKWLV15, author = {Vipul Gupta and Bhavya Kailkhura and Thakshila Wimalajeewa and Sijia Liu and Pramod K. Varshney}, title = {Joint sparsity pattern recovery with 1-bit compressive sensing in sensor networks}, booktitle = {{ACSSC}}, pages = {1472--1476}, publisher = {{IEEE}}, year = {2015} }
@inproceedings{DBLP:conf/icassp/OnativiaLD15, author = {Jon Onativia and Yue M. Lu and Pier Luigi Dragotti}, title = {Sparsity pattern recovery using {FRI} methods}, booktitle = {{ICASSP}}, pages = {5967--5971}, publisher = {{IEEE}}, year = {2015} }
@article{DBLP:journals/corr/GuptaKWV15, author = {Vipul Gupta and Bhavya Kailkhura and Thakshila Wimalajeewa and Pramod K. Varshney}, title = {Joint Sparsity Pattern Recovery with 1-bit Compressive Sensing in Sensor Networks}, journal = {CoRR}, volume = {abs/1506.00540}, year = {2015} }
@article{DBLP:journals/ijprai/LiuZ14, author = {Mingxia Liu and Daoqiang Zhang}, title = {Sparsity Score: a Novel Graph-Preserving Feature Selection Method}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {28}, number = {4}, year = {2014} }
@article{DBLP:journals/ma/Kurowicka14, author = {Dorota Kurowicka}, title = {Joint density of correlations in the correlation matrix with chordal sparsity patterns}, journal = {J. Multivar. Anal.}, volume = {129}, pages = {160--170}, year = {2014} }
@article{DBLP:journals/pr/ChoLCO14, author = {Jungchan Cho and Minsik Lee and Hyung Jin Chang and Songhwai Oh}, title = {Robust action recognition using local motion and group sparsity}, journal = {Pattern Recognit.}, volume = {47}, number = {5}, pages = {1813--1825}, year = {2014} }
@article{DBLP:journals/pr/ShiLQ14, author = {Jingang Shi and Xin Liu and Chun Qi}, title = {Global consistency, local sparsity and pixel correlation: {A} unified framework for face hallucination}, journal = {Pattern Recognit.}, volume = {47}, number = {11}, pages = {3520--3534}, year = {2014} }
@article{DBLP:journals/prl/KuangZY14, author = {Yin Kuang and Lei Zhang and Zhang Yi}, title = {An adaptive rank-sparsity {K-SVD} algorithm for image sequence denoising}, journal = {Pattern Recognit. Lett.}, volume = {45}, pages = {46--54}, year = {2014} }
@article{DBLP:journals/prl/WangLFJF14, author = {Binghui Wang and Chuang Lin and Xin Fan and Ning Jiang and Dario Farina}, title = {Hierarchical Bayes based Adaptive Sparsity in Gaussian Mixture Model}, journal = {Pattern Recognit. Lett.}, volume = {49}, pages = {238--247}, year = {2014} }
@article{DBLP:journals/prl/ZhangLPZLQH14, author = {Chunjie Zhang and Chao Liang and Junbiao Pang and Yifan Zhang and Jing Liu and Lei Qin and Qingming Huang}, title = {Undoing the codebook bias by linear transformation with sparsity and F-norm constraints for image classification}, journal = {Pattern Recognit. Lett.}, volume = {45}, pages = {197--204}, year = {2014} }
@article{DBLP:journals/toms/GowerM14, author = {Robert Mansel Gower and Margarida Pinheiro Mello}, title = {Computing the sparsity pattern of Hessians using automatic differentiation}, journal = {{ACM} Trans. Math. Softw.}, volume = {40}, number = {2}, pages = {10:1--10:15}, year = {2014} }
@article{DBLP:journals/tsp/WimalajeewaV14, author = {Thakshila Wimalajeewa and Pramod K. Varshney}, title = {{OMP} Based Joint Sparsity Pattern Recovery Under Communication Constraints}, journal = {{IEEE} Trans. Signal Process.}, volume = {62}, number = {19}, pages = {5059--5072}, year = {2014} }
@inproceedings{DBLP:conf/chinasip/LuL14, author = {Chun{-}Shien Lu and Wei{-}Jie Liang}, title = {Fast compressive sensing of high-dimensional signals with tree-structure sparsity pattern}, booktitle = {ChinaSIP}, pages = {738--742}, publisher = {{IEEE}}, year = {2014} }
@inproceedings{DBLP:conf/icassp/LiWV14, author = {Gang Li and Thakshila Wimalajeewa and Pramod K. Varshney}, title = {Decentralized subspace pursuit for joint sparsity pattern recovery}, booktitle = {{ICASSP}}, pages = {3365--3369}, publisher = {{IEEE}}, year = {2014} }
@inproceedings{DBLP:conf/pkdd/Ivek14, author = {Ivan Ivek}, title = {Interpretable Low-rank Document Representations with Label-dependent Sparsity Patterns}, booktitle = {DMNLP@PKDD/ECML}, series = {{CEUR} Workshop Proceedings}, volume = {1202}, pages = {97--112}, publisher = {CEUR-WS.org}, year = {2014} }
@article{DBLP:journals/corr/HosseiniGMAM14, author = {Hossein Hosseini and Ali Goli and Neda Barzegar Marvasti and Masoume Azghani and Farokh Marvasti}, title = {On Image Block Loss Restoration Using the Sparsity Pattern as Side Information}, journal = {CoRR}, volume = {abs/1401.5966}, year = {2014} }
@article{DBLP:journals/corr/Ivek14a, author = {Ivan Ivek}, title = {Interpretable Low-Rank Document Representations with Label-Dependent Sparsity Patterns}, journal = {CoRR}, volume = {abs/1407.6872}, year = {2014} }
@article{DBLP:journals/corr/LiWV14, author = {Gang Li and Thakshila Wimalajeewa and Pramod K. Varshney}, title = {Decentralized Subspace Pursuit for Joint Sparsity Pattern Recovery}, journal = {CoRR}, volume = {abs/1403.1460}, year = {2014} }
@article{DBLP:journals/corr/LiWV14a, author = {Gang Li and Thakshila Wimalajeewa and Pramod K. Varshney}, title = {Decentralized and Collaborative Subspace Pursuit: {A} Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery}, journal = {CoRR}, volume = {abs/1404.3394}, year = {2014} }
@article{DBLP:journals/pami/Cordero-GrandeMAA13, author = {Lucilio Cordero{-}Grande and Susana Merino{-}Caviedes and Santiago Aja{-}Fern{\'{a}}ndez and Carlos Alberola{-}L{\'{o}}pez}, title = {Groupwise Elastic Registration by a New Sparsity-Promoting Metric: Application to the Alignment of Cardiac Magnetic Resonance Perfusion Images}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {35}, number = {11}, pages = {2638--2650}, year = {2013} }
@article{DBLP:journals/pr/YangHYLSL13, author = {Yang Yang and Zi Huang and Yi Yang and Jiajun Liu and Heng Tao Shen and Jiebo Luo}, title = {Local image tagging via graph regularized joint group sparsity}, journal = {Pattern Recognit.}, volume = {46}, number = {5}, pages = {1358--1368}, year = {2013} }
@article{DBLP:journals/tit/ReevesG13, author = {Galen Reeves and Michael Gastpar}, title = {Approximate Sparsity Pattern Recovery: Information-Theoretic Lower Bounds}, journal = {{IEEE} Trans. Inf. Theory}, volume = {59}, number = {6}, pages = {3451--3465}, year = {2013} }
@inproceedings{DBLP:conf/icassp/WimalajeewaV13, author = {Thakshila Wimalajeewa and Pramod K. Varshney}, title = {Cooperative sparsity pattern recovery in distributed networks via distributed-OMP}, booktitle = {{ICASSP}}, pages = {5288--5292}, publisher = {{IEEE}}, year = {2013} }
@article{DBLP:journals/corr/WimalajeewaV13, author = {Thakshila Wimalajeewa and Pramod K. Varshney}, title = {Joint Sparsity Pattern Recovery under Communication Constraints: Greedy Approaches}, journal = {CoRR}, volume = {abs/1307.8320}, year = {2013} }
@article{DBLP:journals/jstsp/WimalajeewaV12, author = {Thakshila Wimalajeewa and Pramod K. Varshney}, title = {Performance Bounds for Sparsity Pattern Recovery With Quantized Noisy Random Projections}, journal = {{IEEE} J. Sel. Top. Signal Process.}, volume = {6}, number = {1}, pages = {43--57}, year = {2012} }
@article{DBLP:journals/pr/RasmussenHMCS12, author = {Peter Mondrup Rasmussen and Lars Kai Hansen and Kristoffer Hougaard Madsen and Nathan William Churchill and Stephen C. Strother}, title = {Model sparsity and brain pattern interpretation of classification models in neuroimaging}, journal = {Pattern Recognit.}, volume = {45}, number = {6}, pages = {2085--2100}, year = {2012} }
@article{DBLP:journals/pr/YangZXY12, author = {Jian Yang and Lei Zhang and Yong Xu and Jing{-}Yu Yang}, title = {Beyond sparsity: The role of L\({}_{\mbox{1}}\)-optimizer in pattern classification}, journal = {Pattern Recognit.}, volume = {45}, number = {3}, pages = {1104--1118}, year = {2012} }
@article{DBLP:journals/pr/ZhangCQ12, author = {Limei Zhang and Songcan Chen and Lishan Qiao}, title = {Graph optimization for dimensionality reduction with sparsity constraints}, journal = {Pattern Recognit.}, volume = {45}, number = {3}, pages = {1205--1210}, year = {2012} }
@article{DBLP:journals/prl/YangWSSJ12, author = {Shuyuan Yang and Min Wang and Yaxin Sun and Fenghua Sun and Licheng Jiao}, title = {Compressive Sampling based Single-Image Super-resolution Reconstruction by dual-sparsity and Non-local Similarity Regularizer}, journal = {Pattern Recognit. Lett.}, volume = {33}, number = {9}, pages = {1049--1059}, year = {2012} }
@article{DBLP:journals/tit/ReevesG12, author = {Galen Reeves and Michael Gastpar}, title = {The Sampling Rate-Distortion Tradeoff for Sparsity Pattern Recovery in Compressed Sensing}, journal = {{IEEE} Trans. Inf. Theory}, volume = {58}, number = {5}, pages = {3065--3092}, year = {2012} }
@inproceedings{DBLP:conf/icassp/FangL12, author = {Jun Fang and Hongbin Li}, title = {Block-sparsity pattern recovery from noisy observations}, booktitle = {{ICASSP}}, pages = {3321--3324}, publisher = {{IEEE}}, year = {2012} }
@article{DBLP:journals/corr/abs-1209-4209, author = {Behrooz Kamary Aliabadi}, title = {Tight Sufficient Conditions on Exact Sparsity Pattern Recovery}, journal = {CoRR}, volume = {abs/1209.4209}, year = {2012} }
@article{DBLP:journals/corr/abs-1211-6719, author = {Thakshila Wimalajeewa and Pramod K. Varshney}, title = {Cooperative Sparsity Pattern Recovery in Distributed Networks Via Distributed-OMP}, journal = {CoRR}, volume = {abs/1211.6719}, year = {2012} }
@phdthesis{DBLP:phd/basesearch/Reeves11, author = {Galen Reeves}, title = {Sparsity Pattern Recovery in Compressed Sensing}, school = {University of California, Berkeley, {USA}}, year = {2011} }
@article{DBLP:journals/cma/LeeZ11, author = {Eun{-}Joo Lee and Jun Zhang}, title = {Factored approximate inverse preconditioners with dynamic sparsity patterns}, journal = {Comput. Math. Appl.}, volume = {62}, number = {1}, pages = {235--242}, year = {2011} }
@article{DBLP:journals/tit/Rad11, author = {Kamiar Rahnama Rad}, title = {Nearly Sharp Sufficient Conditions on Exact Sparsity Pattern Recovery}, journal = {{IEEE} Trans. Inf. Theory}, volume = {57}, number = {7}, pages = {4672--4679}, year = {2011} }
@inproceedings{DBLP:conf/eusipco/Ramirez-JavegaM11, author = {Francisco Ramirez{-}Javega and David Matas and Meritxell Lamarca}, title = {Adaptive sampling for fast sparsity pattern recovery}, booktitle = {{EUSIPCO}}, pages = {348--352}, publisher = {{IEEE}}, year = {2011} }
@inproceedings{DBLP:conf/icip/RaoNWK11, author = {Nikhil S. Rao and Robert D. Nowak and Stephen J. Wright and Nick G. Kingsbury}, title = {Convex approaches to model wavelet sparsity patterns}, booktitle = {{ICIP}}, pages = {1917--1920}, publisher = {{IEEE}}, year = {2011} }
@article{DBLP:journals/corr/abs-1104-4385, author = {Nikhil S. Rao and Robert D. Nowak and Stephen J. Wright and Nick G. Kingsbury}, title = {Convex Approaches to Model Wavelet Sparsity Patterns}, journal = {CoRR}, volume = {abs/1104.4385}, year = {2011} }
@article{DBLP:journals/pr/QiaoCT10, author = {Lishan Qiao and Songcan Chen and Xiaoyang Tan}, title = {Sparsity preserving projections with applications to face recognition}, journal = {Pattern Recognit.}, volume = {43}, number = {1}, pages = {331--341}, year = {2010} }
@article{DBLP:journals/prl/QiaoCT10, author = {Lishan Qiao and Songcan Chen and Xiaoyang Tan}, title = {Sparsity preserving discriminant analysis for single training image face recognition}, journal = {Pattern Recognit. Lett.}, volume = {31}, number = {5}, pages = {422--429}, year = {2010} }
@inproceedings{DBLP:conf/cacsd/AndersenVD10, author = {Martin S. Andersen and Lieven Vandenberghe and Joachim Dahl}, title = {Linear matrix inequalities with chordal sparsity patterns and applications to robust quadratic optimization}, booktitle = {{CACSD}}, pages = {7--12}, publisher = {{IEEE}}, year = {2010} }
@article{DBLP:journals/corr/abs-1002-4458, author = {Galen Reeves and Michael Gastpar}, title = {Approximate Sparsity Pattern Recovery: Information-Theoretic Lower Bounds}, journal = {CoRR}, volume = {abs/1002.4458}, year = {2010} }
@article{DBLP:journals/corr/abs-1004-4044, author = {Subhojit Som and Lee C. Potter}, title = {Sparsity Pattern Recovery in Bernoulli-Gaussian Signal Model}, journal = {CoRR}, volume = {abs/1004.4044}, year = {2010} }
@article{DBLP:journals/corr/abs-1006-3128, author = {Galen Reeves and Michael Gastpar}, title = {Fundamental Tradeoffs for Sparsity Pattern Recovery}, journal = {CoRR}, volume = {abs/1006.3128}, year = {2010} }
@article{DBLP:journals/pr/PelegM09, author = {Dori Peleg and Ron Meir}, title = {A sparsity driven kernel machine based on minimizing a generalization error bound}, journal = {Pattern Recognit.}, volume = {42}, number = {11}, pages = {2607--2614}, year = {2009} }
@article{DBLP:journals/tit/FletcherRG09, author = {Alyson K. Fletcher and Sundeep Rangan and Vivek K. Goyal}, title = {Necessary and sufficient conditions for sparsity pattern recovery}, journal = {{IEEE} Trans. Inf. Theory}, volume = {55}, number = {12}, pages = {5758--5772}, year = {2009} }
@article{DBLP:journals/corr/abs-0910-0456, author = {Kamiar Rahnama Rad}, title = {Sharp Sufficient Conditions on Exact Sparsity Pattern Recovery}, journal = {CoRR}, volume = {abs/0910.0456}, year = {2009} }
@article{DBLP:journals/corr/abs-0911-4880, author = {Ali Hormati and Amin Karbasi and Soheil Mohajer and Martin Vetterli}, title = {An Estimation Theoretic Approach for Sparsity Pattern Recovery in the Noisy Setting}, journal = {CoRR}, volume = {abs/0911.4880}, year = {2009} }
@inproceedings{DBLP:conf/acssc/LaurbergSCJ08, author = {Hans Laurberg and Mikkel N. Schmidt and Mads Gr{\ae}sb{\o}ll Christensen and S{\o}ren Holdt Jensen}, title = {Structured non-negative matrix factorization with sparsity patterns}, booktitle = {{ACSCC}}, pages = {1693--1697}, publisher = {{IEEE}}, year = {2008} }
@article{DBLP:journals/corr/abs-0804-1839, author = {Alyson K. Fletcher and Sundeep Rangan and Vivek K. Goyal}, title = {Necessary and Sufficient Conditions on Sparsity Pattern Recovery}, journal = {CoRR}, volume = {abs/0804.1839}, year = {2008} }
@article{DBLP:journals/pami/LevinW07, author = {Anat Levin and Yair Weiss}, title = {User Assisted Separation of Reflections from a Single Image Using a Sparsity Prior}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {29}, number = {9}, pages = {1647--1654}, year = {2007} }
@article{DBLP:journals/ijprai/WilsonSO03, author = {David C. Wilson and Barry Smyth and Derry O'Sullivan}, title = {Sparsity Reduction in Collaborative Recommendation: {A} Case-Based Approach}, journal = {Int. J. Pattern Recognit. Artif. Intell.}, volume = {17}, number = {5}, pages = {863--884}, year = {2003} }
@article{DBLP:journals/jmma/WangKZ03, author = {Kai Wang and Sangbae Kim and Jun Zhang}, title = {A Comparative Study on Dynamic and Static Sparsity Patterns in Parallel Sparse Approximate Inverse Preconditioning}, journal = {J. Math. Model. Algorithms}, volume = {2}, number = {3}, pages = {203--215}, year = {2003} }
@article{DBLP:journals/mp/GriewankM02, author = {Andreas Griewank and Christo Mitev}, title = {Detecting Jacobian sparsity patterns by Bayesian probing}, journal = {Math. Program.}, volume = {93}, number = {1}, pages = {1--25}, year = {2002} }
@article{DBLP:journals/ijhpca/Chow01, author = {Edmond Chow}, title = {Parallel Implementation and Practical Use of Sparse Approximate Inverse Preconditioners with a Priori Sparsity Patterns}, journal = {Int. J. High Perform. Comput. Appl.}, volume = {15}, number = {1}, pages = {56--74}, year = {2001} }
@article{DBLP:journals/pr/DrezetH01, author = {Pierre M. L. Drezet and Robert F. Harrison}, title = {A new method for sparsity control in support vector classification and regression}, journal = {Pattern Recognit.}, volume = {34}, number = {1}, pages = {111--125}, year = {2001} }
@article{DBLP:journals/siamsc/Chow00, author = {Edmond Chow}, title = {A Priori Sparsity Patterns for Parallel Sparse Approximate Inverse Preconditioners}, journal = {{SIAM} J. Sci. Comput.}, volume = {21}, number = {5}, pages = {1804--1822}, year = {2000} }
@article{DBLP:journals/siammax/HeltonLW94, author = {J. William Helton and Daniel Lam and Hugo J. Woerdeman}, title = {Sparsity Patterns with High Rank Extremal Positive Semidefinite Matrices}, journal = {{SIAM} J. Matrix Anal. Appl.}, volume = {15}, number = {1}, pages = {299--312}, year = {1994} }
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