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@article{DBLP:journals/sigpro/ChenYC23,
  author       = {Kai Chen and
                  Feng Yin and
                  Shuguang Cui},
  title        = {Compressible spectral mixture kernels with sparse dependency structures
                  for Gaussian processes},
  journal      = {Signal Process.},
  volume       = {213},
  pages        = {109179},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.sigpro.2023.109179},
  doi          = {10.1016/J.SIGPRO.2023.109179},
  timestamp    = {Sun, 24 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sigpro/ChenYC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/cssp/DziwokiK20,
  author       = {Grzegorz Dziwoki and
                  Marcin Kucharczyk},
  title        = {On a Sparse Approximation of Compressible Signals},
  journal      = {Circuits Syst. Signal Process.},
  volume       = {39},
  number       = {4},
  pages        = {2232--2243},
  year         = {2020},
  url          = {https://doi.org/10.1007/s00034-019-01287-8},
  doi          = {10.1007/S00034-019-01287-8},
  timestamp    = {Fri, 14 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cssp/DziwokiK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2003-13092,
  author       = {Hendrik Bernd Petersen and
                  Bubacarr Bah and
                  Peter Jung},
  title        = {Efficient Noise-Blind {\unicode{120001}}\({}_{\mbox{1}}\)-Regression
                  of Nonnegative Compressible Signals},
  journal      = {CoRR},
  volume       = {abs/2003.13092},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.13092},
  eprinttype    = {arXiv},
  eprint       = {2003.13092},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-13092.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1907-06565,
  author       = {Jasjeet Dhaliwal and
                  Kyle Hambrook},
  title        = {Recovery Guarantees for Compressible Signals with Adversarial Noise},
  journal      = {CoRR},
  volume       = {abs/1907.06565},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.06565},
  eprinttype    = {arXiv},
  eprint       = {1907.06565},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-06565.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/dnb/Schutze18,
  author       = {Henry Sch{\"{u}}tze},
  title        = {On the learning of orthogonal dictionaries for sparse coding and the
                  adaptive hierarchical sensing of sparse and compressible signals},
  school       = {University of L{\"{u}}beck, Germany},
  year         = {2018},
  url          = {https://www.zhb.uni-luebeck.de/epubs/ediss2045.pdf},
  urn          = {urn:nbn:de:gbv:841-20180725475},
  timestamp    = {Sat, 17 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/dnb/Schutze18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tbe/KazemipourLSNKW18,
  author       = {Abbas Kazemipour and
                  Ji Liu and
                  Krystyna Solarana and
                  Daniel A. Nagode and
                  Patrick O. Kanold and
                  Min Wu and
                  Behtash Babadi},
  title        = {Fast and Stable Signal Deconvolution via Compressible State-Space
                  Models},
  journal      = {{IEEE} Trans. Biomed. Eng.},
  volume       = {65},
  number       = {1},
  pages        = {74--86},
  year         = {2018},
  url          = {https://doi.org/10.1109/TBME.2017.2694339},
  doi          = {10.1109/TBME.2017.2694339},
  timestamp    = {Wed, 02 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tbe/KazemipourLSNKW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iscas/Cambareri18,
  author       = {Valerio Cambareri},
  title        = {Correlation-Aware Recovery of Compressible and Localized Signals},
  booktitle    = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2018,
                  27-30 May 2018, Florence, Italy},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/ISCAS.2018.8351486},
  doi          = {10.1109/ISCAS.2018.8351486},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iscas/Cambareri18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/isit/BeygiJMM17,
  author       = {Sajjad Beygi and
                  Shirin Jalali and
                  Arian Maleki and
                  Urbashi Mitra},
  title        = {Compressed sensing of compressible signals},
  booktitle    = {2017 {IEEE} International Symposium on Information Theory, {ISIT}
                  2017, Aachen, Germany, June 25-30, 2017},
  pages        = {2158--2162},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ISIT.2017.8006911},
  doi          = {10.1109/ISIT.2017.8006911},
  timestamp    = {Wed, 16 Oct 2019 14:14:48 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/BeygiJMM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/mta/ChenHGQ16,
  author       = {Zan Chen and
                  Xingsong Hou and
                  Chen Gong and
                  Xueming Qian},
  title        = {Compressive sensing reconstruction for compressible signal based on
                  projection replacement},
  journal      = {Multim. Tools Appl.},
  volume       = {75},
  number       = {5},
  pages        = {2565--2578},
  year         = {2016},
  url          = {https://doi.org/10.1007/s11042-015-2578-5},
  doi          = {10.1007/S11042-015-2578-5},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mta/ChenHGQ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/globalsip/KazemipourLKWB16,
  author       = {Abbas Kazemipour and
                  Ji Liu and
                  Patrick O. Kanold and
                  Min Wu and
                  Behtash Babadi},
  title        = {Efficient estimation of compressible state-space models with application
                  to calcium signal deconvolution},
  booktitle    = {2016 {IEEE} Global Conference on Signal and Information Processing,
                  GlobalSIP 2016, Washington, DC, USA, December 7-9, 2016},
  pages        = {1176--1180},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/GlobalSIP.2016.7906027},
  doi          = {10.1109/GLOBALSIP.2016.7906027},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/globalsip/KazemipourLKWB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/KazemipourLKWB16,
  author       = {Abbas Kazemipour and
                  Ji Liu and
                  Patrick O. Kanold and
                  Min Wu and
                  Behtash Babadi},
  title        = {Efficient Estimation of Compressible State-Space Models with Application
                  to Calcium Signal Deconvolution},
  journal      = {CoRR},
  volume       = {abs/1610.06461},
  year         = {2016},
  url          = {http://arxiv.org/abs/1610.06461},
  eprinttype    = {arXiv},
  eprint       = {1610.06461},
  timestamp    = {Tue, 11 Dec 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/KazemipourLKWB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tsp/SilvaD15,
  author       = {Jorge F. Silva and
                  Milan S. Derpich},
  title        = {On the Characterization of {\(\mathscr{l}\)}\({}_{\mbox{p}}\)-Compressible
                  Ergodic Sequences},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {63},
  number       = {11},
  pages        = {2915--2928},
  year         = {2015},
  url          = {https://doi.org/10.1109/TSP.2015.2419183},
  doi          = {10.1109/TSP.2015.2419183},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/SilvaD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/apsipa/NishiyamaYHM14,
  author       = {Aiko Nishiyama and
                  Yuki Yamanaka and
                  Akira Hirabayashi and
                  Kazushi Mimura},
  title        = {Beyond {\(\mathscr{l}\)}1 norm minimization - High quality recovery
                  of non-sparse compressible signals},
  booktitle    = {Asia-Pacific Signal and Information Processing Association Annual
                  Summit and Conference, {APSIPA} 2014, Chiang Mai, Thailand, December
                  9-12, 2014},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/APSIPA.2014.7041607},
  doi          = {10.1109/APSIPA.2014.7041607},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/apsipa/NishiyamaYHM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sensors/LiuZZC12,
  author       = {Yu Liu and
                  Xuqi Zhu and
                  Lin Zhang and
                  Sung Ho Cho},
  title        = {Expanding Window Compressed Sensing for Non-Uniform Compressible Signals},
  journal      = {Sensors},
  volume       = {12},
  number       = {10},
  pages        = {13034--13057},
  year         = {2012},
  url          = {https://doi.org/10.3390/s121013034},
  doi          = {10.3390/S121013034},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/LiuZZC12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ciss/DuarteHCB09,
  author       = {Marco F. Duarte and
                  Chinmay Hegde and
                  Volkan Cevher and
                  Richard G. Baraniuk},
  title        = {Recovery of compressible signals in unions of subspaces},
  booktitle    = {43rd Annual Conference on Information Sciences and Systems, {CISS}
                  2009, The John Hopkins University, Baltimore, MD, USA, 18-20 March
                  2009},
  pages        = {175--180},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://doi.org/10.1109/CISS.2009.5054712},
  doi          = {10.1109/CISS.2009.5054712},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ciss/DuarteHCB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eusipco/JostV08,
  author       = {Philippe Jost and
                  Pierre Vandergheynst},
  title        = {On finding approximate nearest neighbours in a set of compressible
                  signals},
  booktitle    = {2008 16th European Signal Processing Conference, {EUSIPCO} 2008, Lausanne,
                  Switzerland, August 25-29, 2008},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://ieeexplore.ieee.org/document/7080482/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eusipco/JostV08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/spl/Devlaminck99,
  author       = {Vincent Devlaminck},
  title        = {A functional for compressible or incompressible elastic deformation
                  estimation},
  journal      = {{IEEE} Signal Process. Lett.},
  volume       = {6},
  number       = {7},
  pages        = {162--164},
  year         = {1999},
  url          = {https://doi.org/10.1109/97.769358},
  doi          = {10.1109/97.769358},
  timestamp    = {Sun, 28 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/spl/Devlaminck99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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