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ORCIDBibTeX records: Joel A. Tropp
@article{DBLP:journals/siammax/EpperlyTW24,
author = {Ethan N. Epperly and
Joel A. Tropp and
Robert J. Webber},
title = {XTrace: Making the Most of Every Sample in Stochastic Trace Estimation},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {45},
number = {1},
pages = {1--23},
year = {2024},
url = {https://doi.org/10.1137/23m1548323},
doi = {10.1137/23M1548323},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siammax/EpperlyTW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/EpperlyT24,
author = {Ethan N. Epperly and
Joel A. Tropp},
title = {Efficient Error and Variance Estimation for Randomized Matrix Computations},
journal = {{SIAM} J. Sci. Comput.},
volume = {46},
number = {1},
pages = {508},
year = {2024},
url = {https://doi.org/10.1137/23m1558537},
doi = {10.1137/23M1558537},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamsc/EpperlyT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17873,
author = {Anastasia Kireeva and
Joel A. Tropp},
title = {Randomized matrix computations: Themes and variations},
journal = {CoRR},
volume = {abs/2402.17873},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17873},
doi = {10.48550/ARXIV.2402.17873},
eprinttype = {arXiv},
eprint = {2402.17873},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/GiannakisHTW23,
author = {Dimitrios Giannakis and
Amelia Henriksen and
Joel A. Tropp and
Rachel A. Ward},
title = {Learning to Forecast Dynamical Systems from Streaming Data},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {22},
number = {2},
pages = {527--558},
year = {2023},
url = {https://doi.org/10.1137/21m144983x},
doi = {10.1137/21M144983X},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamads/GiannakisHTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/FrangellaTU23,
author = {Zachary Frangella and
Joel A. Tropp and
Madeleine Udell},
title = {Randomized Nystr{\"{o}}m Preconditioning},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {44},
number = {2},
pages = {718--752},
year = {2023},
url = {https://doi.org/10.1137/21m1466244},
doi = {10.1137/21M1466244},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/FrangellaTU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-07825,
author = {Ethan N. Epperly and
Joel A. Tropp and
Robert J. Webber},
title = {XTrace: Making the most of every sample in stochastic trace estimation},
journal = {CoRR},
volume = {abs/2301.07825},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.07825},
doi = {10.48550/ARXIV.2301.07825},
eprinttype = {arXiv},
eprint = {2301.07825},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-07825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-12465,
author = {Mateo D{\'{\i}}az and
Ethan N. Epperly and
Zachary Frangella and
Joel A. Tropp and
Robert J. Webber},
title = {Robust, randomized preconditioning for kernel ridge regression},
journal = {CoRR},
volume = {abs/2304.12465},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.12465},
doi = {10.48550/ARXIV.2304.12465},
eprinttype = {arXiv},
eprint = {2304.12465},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-12465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12418,
author = {Joel A. Tropp and
Robert J. Webber},
title = {Randomized algorithms for low-rank matrix approximation: Design, analysis,
and applications},
journal = {CoRR},
volume = {abs/2306.12418},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.12418},
doi = {10.48550/ARXIV.2306.12418},
eprinttype = {arXiv},
eprint = {2306.12418},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-12418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/focm/HuangNTW22,
author = {De Huang and
Jonathan Niles{-}Weed and
Joel A. Tropp and
Rachel A. Ward},
title = {Matrix Concentration for Products},
journal = {Found. Comput. Math.},
volume = {22},
number = {6},
pages = {1767--1799},
year = {2022},
url = {https://doi.org/10.1007/s10208-021-09533-9},
doi = {10.1007/S10208-021-09533-9},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/focm/HuangNTW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nm/Tropp22,
author = {Joel A. Tropp},
title = {Randomized block Krylov methods for approximating extreme eigenvalues},
journal = {Numerische Mathematik},
volume = {150},
number = {1},
pages = {217--255},
year = {2022},
url = {https://doi.org/10.1007/s00211-021-01250-3},
doi = {10.1007/S00211-021-01250-3},
timestamp = {Tue, 18 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nm/Tropp22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06342,
author = {Ethan N. Epperly and
Joel A. Tropp},
title = {Jackknife Variability Estimation For Randomized Matrix Computations},
journal = {CoRR},
volume = {abs/2207.06342},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06342},
doi = {10.48550/ARXIV.2207.06342},
eprinttype = {arXiv},
eprint = {2207.06342},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06503,
author = {Yifan Chen and
Ethan N. Epperly and
Joel A. Tropp and
Robert J. Webber},
title = {Randomly pivoted Cholesky: Practical approximation of a kernel matrix
with few entry evaluations},
journal = {CoRR},
volume = {abs/2207.06503},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06503},
doi = {10.48550/ARXIV.2207.06503},
eprinttype = {arXiv},
eprint = {2207.06503},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/DingYCTU21,
author = {Lijun Ding and
Alp Yurtsever and
Volkan Cevher and
Joel A. Tropp and
Madeleine Udell},
title = {An Optimal-Storage Approach to Semidefinite Programming Using Approximate
Complementarity},
journal = {{SIAM} J. Optim.},
volume = {31},
number = {4},
pages = {2695--2725},
year = {2021},
url = {https://doi.org/10.1137/19M1244603},
doi = {10.1137/19M1244603},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamjo/DingYCTU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/YurtseverTFUC21,
author = {Alp Yurtsever and
Joel A. Tropp and
Olivier Fercoq and
Madeleine Udell and
Volkan Cevher},
title = {Scalable Semidefinite Programming},
journal = {{SIAM} J. Math. Data Sci.},
volume = {3},
number = {1},
pages = {171--200},
year = {2021},
url = {https://doi.org/10.1137/19M1305045},
doi = {10.1137/19M1305045},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/YurtseverTFUC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/KuengT21,
author = {Richard Kueng and
Joel A. Tropp},
title = {Binary Component Decomposition Part {I:} The Positive-Semidefinite
Case},
journal = {{SIAM} J. Math. Data Sci.},
volume = {3},
number = {2},
pages = {544--572},
year = {2021},
url = {https://doi.org/10.1137/19M1278612},
doi = {10.1137/19M1278612},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/KuengT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LevisLTGB21,
author = {Aviad Levis and
Daeyoung Lee and
Joel A. Tropp and
Charles F. Gammie and
Katherine L. Bouman},
title = {Inference of Black Hole Fluid-Dynamics from Sparse Interferometric
Measurements},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {2320--2329},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00234},
doi = {10.1109/ICCV48922.2021.00234},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/LevisLTGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00105,
author = {Yiming Sun and
Yang Guo and
Joel A. Tropp and
Madeleine Udell},
title = {Tensor Random Projection for Low Memory Dimension Reduction},
journal = {CoRR},
volume = {abs/2105.00105},
year = {2021},
url = {https://arxiv.org/abs/2105.00105},
eprinttype = {arXiv},
eprint = {2105.00105},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09703,
author = {Dimitris Giannakis and
Amelia Henriksen and
Joel A. Tropp and
Rachel A. Ward},
title = {Learning to Forecast Dynamical Systems from Streaming Data},
journal = {CoRR},
volume = {abs/2109.09703},
year = {2021},
url = {https://arxiv.org/abs/2109.09703},
eprinttype = {arXiv},
eprint = {2109.09703},
timestamp = {Thu, 04 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-00649,
author = {Joel A. Tropp},
title = {Randomized block Krylov methods for approximating extreme eigenvalues},
journal = {CoRR},
volume = {abs/2110.00649},
year = {2021},
url = {https://arxiv.org/abs/2110.00649},
eprinttype = {arXiv},
eprint = {2110.00649},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-00649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02820,
author = {Zachary Frangella and
Joel A. Tropp and
Madeleine Udell},
title = {Randomized Nystr{\"{o}}m Preconditioning},
journal = {CoRR},
volume = {abs/2110.02820},
year = {2021},
url = {https://arxiv.org/abs/2110.02820},
eprinttype = {arXiv},
eprint = {2110.02820},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00113,
author = {Yuji Nakatsukasa and
Joel A. Tropp},
title = {Fast {\&} Accurate Randomized Algorithms for Linear Systems and
Eigenvalue Problems},
journal = {CoRR},
volume = {abs/2111.00113},
year = {2021},
url = {https://arxiv.org/abs/2111.00113},
eprinttype = {arXiv},
eprint = {2111.00113},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/actanum/MartinssonT20,
author = {Per{-}Gunnar Martinsson and
Joel A. Tropp},
title = {Randomized numerical linear algebra: Foundations and algorithms},
journal = {Acta Numer.},
volume = {29},
pages = {403--572},
year = {2020},
url = {https://doi.org/10.1017/S0962492920000021},
doi = {10.1017/S0962492920000021},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/actanum/MartinssonT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/SunGLTU20,
author = {Yiming Sun and
Yang Guo and
Charlene Luo and
Joel A. Tropp and
Madeleine Udell},
title = {Low-Rank Tucker Approximation of a Tensor from Streaming Data},
journal = {{SIAM} J. Math. Data Sci.},
volume = {2},
number = {4},
pages = {1123--1150},
year = {2020},
url = {https://doi.org/10.1137/19M1257718},
doi = {10.1137/19M1257718},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/simods/SunGLTU20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01387,
author = {Per{-}Gunnar Martinsson and
Joel A. Tropp},
title = {Randomized Numerical Linear Algebra: Foundations {\&} Algorithms},
journal = {CoRR},
volume = {abs/2002.01387},
year = {2020},
url = {https://arxiv.org/abs/2002.01387},
eprinttype = {arXiv},
eprint = {2002.01387},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/TroppYUC19,
author = {Joel A. Tropp and
Alp Yurtsever and
Madeleine Udell and
Volkan Cevher},
title = {Streaming Low-Rank Matrix Approximation with an Application to Scientific
Simulation},
journal = {{SIAM} J. Sci. Comput.},
volume = {41},
number = {4},
pages = {A2430--A2463},
year = {2019},
url = {https://doi.org/10.1137/18M1201068},
doi = {10.1137/18M1201068},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/TroppYUC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03373,
author = {Lijun Ding and
Alp Yurtsever and
Volkan Cevher and
Joel A. Tropp and
Madeleine Udell},
title = {An Optimal-Storage Approach to Semidefinite Programming using Approximate
Complementarity},
journal = {CoRR},
volume = {abs/1902.03373},
year = {2019},
url = {http://arxiv.org/abs/1902.03373},
eprinttype = {arXiv},
eprint = {1902.03373},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08651,
author = {Joel A. Tropp and
Alp Yurtsever and
Madeleine Udell and
Volkan Cevher},
title = {Streaming Low-Rank Matrix Approximation with an Application to Scientific
Simulation},
journal = {CoRR},
volume = {abs/1902.08651},
year = {2019},
url = {http://arxiv.org/abs/1902.08651},
eprinttype = {arXiv},
eprint = {1902.08651},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-10951,
author = {Yiming Sun and
Yang Guo and
Charlene Luo and
Joel A. Tropp and
Madeleine Udell},
title = {Low-Rank Tucker Approximation of a Tensor From Streaming Data},
journal = {CoRR},
volume = {abs/1904.10951},
year = {2019},
url = {http://arxiv.org/abs/1904.10951},
eprinttype = {arXiv},
eprint = {1904.10951},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-10951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-13602,
author = {Richard Kueng and
Joel A. Tropp},
title = {Binary component decomposition Part {II:} The asymmetric case},
journal = {CoRR},
volume = {abs/1907.13602},
year = {2019},
url = {http://arxiv.org/abs/1907.13602},
eprinttype = {arXiv},
eprint = {1907.13602},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-13602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-13603,
author = {Richard Kueng and
Joel A. Tropp},
title = {Binary Component Decomposition Part {I:} The Positive-Semidefinite
Case},
journal = {CoRR},
volume = {abs/1907.13603},
year = {2019},
url = {http://arxiv.org/abs/1907.13603},
eprinttype = {arXiv},
eprint = {1907.13603},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-13603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dcg/Tropp18,
author = {Joel A. Tropp},
title = {Simplicial Faces of the Set of Correlation Matrices},
journal = {Discret. Comput. Geom.},
volume = {60},
number = {2},
pages = {512--529},
year = {2018},
url = {https://doi.org/10.1007/s00454-017-9961-0},
doi = {10.1007/S00454-017-9961-0},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dcg/Tropp18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-11162,
author = {Madalin Guta and
Jonas Kahn and
Richard Kueng and
Joel A. Tropp},
title = {Fast state tomography with optimal error bounds},
journal = {CoRR},
volume = {abs/1809.11162},
year = {2018},
url = {http://arxiv.org/abs/1809.11162},
eprinttype = {arXiv},
eprint = {1809.11162},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-11162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12412,
author = {Martin Lotz and
Michael B. McCoy and
Ivan Nourdin and
Giovanni Peccati and
Joel A. Tropp},
title = {Concentration of the Intrinsic Volumes of a Convex Body},
journal = {CoRR},
volume = {abs/1810.12412},
year = {2018},
url = {http://arxiv.org/abs/1810.12412},
eprinttype = {arXiv},
eprint = {1810.12412},
timestamp = {Thu, 08 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-12412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/TroppYUC17,
author = {Joel A. Tropp and
Alp Yurtsever and
Madeleine Udell and
Volkan Cevher},
title = {Practical Sketching Algorithms for Low-Rank Matrix Approximation},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {38},
number = {4},
pages = {1454--1485},
year = {2017},
url = {https://doi.org/10.1137/17M1111590},
doi = {10.1137/17M1111590},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/TroppYUC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/YurtseverUTC17,
author = {Alp Yurtsever and
Madeleine Udell and
Joel A. Tropp and
Volkan Cevher},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal
Storage},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1188--1196},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/yurtsever17a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/YurtseverUTC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TroppYUC17,
author = {Joel A. Tropp and
Alp Yurtsever and
Madeleine Udell and
Volkan Cevher},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming
Data},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {1225--1234},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/4558dbb6f6f8bb2e16d03b85bde76e2c-Abstract.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TroppYUC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TroppYUC17,
author = {Joel A. Tropp and
Alp Yurtsever and
Madeleine Udell and
Volkan Cevher},
title = {Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming
Data},
journal = {CoRR},
volume = {abs/1706.05736},
year = {2017},
url = {http://arxiv.org/abs/1706.05736},
eprinttype = {arXiv},
eprint = {1706.05736},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TroppYUC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TroppYUC16,
author = {Joel A. Tropp and
Alp Yurtsever and
Madeleine Udell and
Volkan Cevher},
title = {Randomized single-view algorithms for low-rank matrix approximation},
journal = {CoRR},
volume = {abs/1609.00048},
year = {2016},
url = {http://arxiv.org/abs/1609.00048},
eprinttype = {arXiv},
eprint = {1609.00048},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TroppYUC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/focm/LermanMTZ15,
author = {Gilad Lerman and
Michael B. McCoy and
Joel A. Tropp and
Teng Zhang},
title = {Robust Computation of Linear Models by Convex Relaxation},
journal = {Found. Comput. Math.},
volume = {15},
number = {2},
pages = {363--410},
year = {2015},
url = {https://doi.org/10.1007/s10208-014-9221-0},
doi = {10.1007/S10208-014-9221-0},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/focm/LermanMTZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Tropp15,
author = {Joel A. Tropp},
title = {An Introduction to Matrix Concentration Inequalities},
journal = {Found. Trends Mach. Learn.},
volume = {8},
number = {1-2},
pages = {1--230},
year = {2015},
url = {https://doi.org/10.1561/2200000048},
doi = {10.1561/2200000048},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/Tropp15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/BruerTCB15,
author = {John J. Bruer and
Joel A. Tropp and
Volkan Cevher and
Stephen Becker},
title = {Designing Statistical Estimators That Balance Sample Size, Risk, and
Computational Cost},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {9},
number = {4},
pages = {612--624},
year = {2015},
url = {https://doi.org/10.1109/JSTSP.2015.2400412},
doi = {10.1109/JSTSP.2015.2400412},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/BruerTCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamdm/Tropp15,
author = {Joel A. Tropp},
title = {Integer Factorization of a Positive-Definite Matrix},
journal = {{SIAM} J. Discret. Math.},
volume = {29},
number = {4},
pages = {1783--1791},
year = {2015},
url = {https://doi.org/10.1137/15M1024718},
doi = {10.1137/15M1024718},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamdm/Tropp15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Tropp15,
author = {Joel A. Tropp},
title = {An Introduction to Matrix Concentration Inequalities},
journal = {CoRR},
volume = {abs/1501.01571},
year = {2015},
url = {http://arxiv.org/abs/1501.01571},
eprinttype = {arXiv},
eprint = {1501.01571},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Tropp15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OymakT15,
author = {Samet Oymak and
Joel A. Tropp},
title = {Universality laws for randomized dimension reduction, with applications},
journal = {CoRR},
volume = {abs/1511.09433},
year = {2015},
url = {http://arxiv.org/abs/1511.09433},
eprinttype = {arXiv},
eprint = {1511.09433},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OymakT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dcg/McCoyT14,
author = {Michael B. McCoy and
Joel A. Tropp},
title = {From Steiner Formulas for Cones to Concentration of Intrinsic Volumes},
journal = {Discret. Comput. Geom.},
volume = {51},
number = {4},
pages = {926--963},
year = {2014},
url = {https://doi.org/10.1007/s00454-014-9595-4},
doi = {10.1007/S00454-014-9595-4},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dcg/McCoyT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/focm/McCoyT14,
author = {Michael B. McCoy and
Joel A. Tropp},
title = {Sharp Recovery Bounds for Convex Demixing, with Applications},
journal = {Found. Comput. Math.},
volume = {14},
number = {3},
pages = {503--567},
year = {2014},
url = {https://doi.org/10.1007/s10208-014-9191-2},
doi = {10.1007/S10208-014-9191-2},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/focm/McCoyT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BruerTCB14,
author = {John J. Bruer and
Joel A. Tropp and
Volkan Cevher and
Stephen Becker},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Time-Data Tradeoffs by Aggressive Smoothing},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1664--1672},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/98d6f58ab0dafbb86b083a001561bb34-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BruerTCB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Tropp14,
author = {Joel A. Tropp},
title = {Convex recovery of a structured signal from independent random linear
measurements},
journal = {CoRR},
volume = {abs/1405.1102},
year = {2014},
url = {http://arxiv.org/abs/1405.1102},
eprinttype = {arXiv},
eprint = {1405.1102},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Tropp14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-6672,
author = {Dennis Amelunxen and
Martin Lotz and
Michael B. McCoy and
Joel A. Tropp},
title = {Living on the edge: {A} geometric theory of phase transitions in convex
optimization},
journal = {CoRR},
volume = {abs/1303.6672},
year = {2013},
url = {http://arxiv.org/abs/1303.6672},
eprinttype = {arXiv},
eprint = {1303.6672},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-6672.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TroppC13,
author = {Joel A. Tropp and
Richard Y. Chen},
title = {Subadditivity of Matrix phi-Entropy and Concentration of Random Matrices},
journal = {CoRR},
volume = {abs/1308.2952},
year = {2013},
url = {http://arxiv.org/abs/1308.2952},
eprinttype = {arXiv},
eprint = {1308.2952},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TroppC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/McCoyT13,
author = {Michael B. McCoy and
Joel A. Tropp},
title = {The achievable performance of convex demixing},
journal = {CoRR},
volume = {abs/1309.7478},
year = {2013},
url = {http://arxiv.org/abs/1309.7478},
eprinttype = {arXiv},
eprint = {1309.7478},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/McCoyT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/focm/Tropp12,
author = {Joel A. Tropp},
title = {User-Friendly Tail Bounds for Sums of Random Matrices},
journal = {Found. Comput. Math.},
volume = {12},
number = {4},
pages = {389--434},
year = {2012},
url = {https://doi.org/10.1007/s10208-011-9099-z},
doi = {10.1007/S10208-011-9099-Z},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/focm/Tropp12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RechtRTB12,
author = {Ben Recht and
Christopher R{\'{e}} and
Joel A. Tropp and
Victor Bittorf},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Factoring nonnegative matrices with linear programs},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1223--1231},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/08c5433a60135c32e34f46a71175850c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RechtRTB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-4044,
author = {Gilad Lerman and
Michael B. McCoy and
Joel A. Tropp and
Teng Zhang},
title = {Robust computation of linear models, or How to find a needle in a
haystack},
journal = {CoRR},
volume = {abs/1202.4044},
year = {2012},
url = {http://arxiv.org/abs/1202.4044},
eprinttype = {arXiv},
eprint = {1202.4044},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-4044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-1580,
author = {Michael B. McCoy and
Joel A. Tropp},
title = {Sharp recovery bounds for convex deconvolution, with applications},
journal = {CoRR},
volume = {abs/1205.1580},
year = {2012},
url = {http://arxiv.org/abs/1205.1580},
eprinttype = {arXiv},
eprint = {1205.1580},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-1580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-1270,
author = {Victor Bittorf and
Benjamin Recht and
Christopher R{\'{e}} and
Joel A. Tropp},
title = {Factoring nonnegative matrices with linear programs},
journal = {CoRR},
volume = {abs/1206.1270},
year = {2012},
url = {http://arxiv.org/abs/1206.1270},
eprinttype = {arXiv},
eprint = {1206.1270},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-1270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-3805,
author = {Deanna Needell and
Joel A. Tropp},
title = {Paved with Good Intentions: Analysis of a Randomized Block Kaczmarz
Method},
journal = {CoRR},
volume = {abs/1208.3805},
year = {2012},
url = {http://arxiv.org/abs/1208.3805},
eprinttype = {arXiv},
eprint = {1208.3805},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-3805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aada/Tropp11,
author = {Joel A. Tropp},
title = {Improved Analysis of the subsampled Randomized Hadamard Transform},
journal = {Adv. Data Sci. Adapt. Anal.},
volume = {3},
number = {1-2},
pages = {115--126},
year = {2011},
url = {https://doi.org/10.1142/S1793536911000787},
doi = {10.1142/S1793536911000787},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aada/Tropp11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamrev/HalkoMT11,
author = {Nathan Halko and
Per{-}Gunnar Martinsson and
Joel A. Tropp},
title = {Finding Structure with Randomness: Probabilistic Algorithms for Constructing
Approximate Matrix Decompositions},
journal = {{SIAM} Rev.},
volume = {53},
number = {2},
pages = {217--288},
year = {2011},
url = {https://doi.org/10.1137/090771806},
doi = {10.1137/090771806},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamrev/HalkoMT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1101-1070,
author = {Joel A. Tropp},
title = {From joint convexity of quantum relative entropy to a concavity theorem
of Lieb},
journal = {CoRR},
volume = {abs/1101.1070},
year = {2011},
url = {http://arxiv.org/abs/1101.1070},
eprinttype = {arXiv},
eprint = {1101.1070},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1101-1070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-3184,
author = {G{\"{o}}tz E. Pfander and
Holger Rauhut and
Joel A. Tropp},
title = {The restricted isometry property for time-frequency structured random
matrices},
journal = {CoRR},
volume = {abs/1106.3184},
year = {2011},
url = {http://arxiv.org/abs/1106.3184},
eprinttype = {arXiv},
eprint = {1106.3184},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-3184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/NeedellT10,
author = {Deanna Needell and
Joel A. Tropp},
title = {CoSaMP: iterative signal recovery from incomplete and inaccurate samples},
journal = {Commun. {ACM}},
volume = {53},
number = {12},
pages = {93--100},
year = {2010},
url = {https://doi.org/10.1145/1859204.1859229},
doi = {10.1145/1859204.1859229},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/NeedellT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/TroppW10,
author = {Joel A. Tropp and
Stephen J. Wright},
title = {Computational Methods for Sparse Solution of Linear Inverse Problems},
journal = {Proc. {IEEE}},
volume = {98},
number = {6},
pages = {948--958},
year = {2010},
url = {https://doi.org/10.1109/JPROC.2010.2044010},
doi = {10.1109/JPROC.2010.2044010},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pieee/TroppW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/TroppLDRB10,
author = {Joel A. Tropp and
Jason N. Laska and
Marco F. Duarte and
Justin K. Romberg and
Richard G. Baraniuk},
title = {Beyond Nyquist: efficient sampling of sparse bandlimited signals},
journal = {{IEEE} Trans. Inf. Theory},
volume = {56},
number = {1},
pages = {520--544},
year = {2010},
url = {https://doi.org/10.1109/TIT.2009.2034811},
doi = {10.1109/TIT.2009.2034811},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/TroppLDRB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/Tropp10,
author = {Joel A. Tropp},
title = {The sparsity gap: Uncertainty principles proportional to dimension},
booktitle = {44th Annual Conference on Information Sciences and Systems, {CISS}
2010, Princeton, NJ, USA, 17-19 March 2010},
pages = {1--6},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CISS.2010.5464824},
doi = {10.1109/CISS.2010.5464824},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ciss/Tropp10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeRSST10,
author = {Jason D. Lee and
Ben Recht and
Ruslan Salakhutdinov and
Nathan Srebro and
Joel A. Tropp},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Practical Large-Scale Optimization for Max-norm Regularization},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1297--1305},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/9fe8593a8a330607d76796b35c64c600-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeeRSST10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-0415,
author = {Joel A. Tropp},
title = {The Sparsity Gap: Uncertainty Principles Proportional to Dimension},
journal = {CoRR},
volume = {abs/1003.0415},
year = {2010},
url = {http://arxiv.org/abs/1003.0415},
eprinttype = {arXiv},
eprint = {1003.0415},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-0415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-1847,
author = {Holger Rauhut and
Justin K. Romberg and
Joel A. Tropp},
title = {Restricted Isometries for Partial Random Circulant Matrices},
journal = {CoRR},
volume = {abs/1010.1847},
year = {2010},
url = {http://arxiv.org/abs/1010.1847},
eprinttype = {arXiv},
eprint = {1010.1847},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-1847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-1595,
author = {Joel A. Tropp},
title = {Improved analysis of the subsampled randomized Hadamard transform},
journal = {CoRR},
volume = {abs/1011.1595},
year = {2010},
url = {http://arxiv.org/abs/1011.1595},
eprinttype = {arXiv},
eprint = {1011.1595},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-1595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/Tropp09,
author = {Joel A. Tropp},
editor = {Claire Mathieu},
title = {Column subset selection, matrix factorization, and eigenvalue optimization},
booktitle = {Proceedings of the Twentieth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2009, New York, NY, USA, January 4-6, 2009},
pages = {978--986},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611973068.106},
doi = {10.1137/1.9781611973068.106},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/soda/Tropp09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0901-3950,
author = {Moshe Mishali and
Yonina C. Eldar and
Joel A. Tropp},
title = {Efficient Sampling of Sparse Wideband Analog Signals},
journal = {CoRR},
volume = {abs/0901.3950},
year = {2009},
url = {http://arxiv.org/abs/0901.3950},
eprinttype = {arXiv},
eprint = {0901.3950},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0901-3950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0902-0026,
author = {Joel A. Tropp and
Jason N. Laska and
Marco F. Duarte and
Justin K. Romberg and
Richard G. Baraniuk},
title = {Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals},
journal = {CoRR},
volume = {abs/0902.0026},
year = {2009},
url = {http://arxiv.org/abs/0902.0026},
eprinttype = {arXiv},
eprint = {0902.0026},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0902-0026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/em/DhillonHST08,
author = {Inderjit S. Dhillon and
Robert W. Heath Jr. and
Thomas Strohmer and
Joel A. Tropp},
title = {Constructing Packings in Grassmannian Manifolds via Alternating Projection},
journal = {Exp. Math.},
volume = {17},
number = {1},
pages = {9--35},
year = {2008},
url = {https://doi.org/10.1080/10586458.2008.10129018},
doi = {10.1080/10586458.2008.10129018},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/em/DhillonHST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/BrickellDST08,
author = {Justin Brickell and
Inderjit S. Dhillon and
Suvrit Sra and
Joel A. Tropp},
title = {The Metric Nearness Problem},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {30},
number = {1},
pages = {375--396},
year = {2008},
url = {https://doi.org/10.1137/060653391},
doi = {10.1137/060653391},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/BrickellDST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/GilbertST08,
author = {Anna C. Gilbert and
Martin J. Strauss and
Joel A. Tropp},
title = {A Tutorial on Fast Fourier Sampling},
journal = {{IEEE} Signal Process. Mag.},
volume = {25},
number = {2},
pages = {57--66},
year = {2008},
url = {https://doi.org/10.1109/MSP.2007.915000},
doi = {10.1109/MSP.2007.915000},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spm/GilbertST08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/NeedellTV08,
author = {Deanna Needell and
Joel A. Tropp and
Roman Vershynin},
title = {Greedy signal recovery review},
booktitle = {42nd Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2008, Pacific Grove, CA, USA, October 26-29, 2008},
pages = {1048--1050},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ACSSC.2008.5074572},
doi = {10.1109/ACSSC.2008.5074572},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/NeedellTV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0803-2392,
author = {Joel A. Tropp and
Deanna Needell},
title = {CoSaMP: Iterative signal recovery from incomplete and inaccurate samples},
journal = {CoRR},
volume = {abs/0803.2392},
year = {2008},
url = {http://arxiv.org/abs/0803.2392},
eprinttype = {arXiv},
eprint = {0803.2392},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0803-2392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0812-2202,
author = {Deanna Needell and
Joel A. Tropp and
Roman Vershynin},
title = {Greedy Signal Recovery Review},
journal = {CoRR},
volume = {abs/0812.2202},
year = {2008},
url = {http://arxiv.org/abs/0812.2202},
eprinttype = {arXiv},
eprint = {0812.2202},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0812-2202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/DhillonT07,
author = {Inderjit S. Dhillon and
Joel A. Tropp},
title = {Matrix Nearness Problems with Bregman Divergences},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {29},
number = {4},
pages = {1120--1146},
year = {2007},
url = {https://doi.org/10.1137/060649021},
doi = {10.1137/060649021},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/DhillonT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/TroppG07,
author = {Joel A. Tropp and
Anna C. Gilbert},
title = {Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit},
journal = {{IEEE} Trans. Inf. Theory},
volume = {53},
number = {12},
pages = {4655--4666},
year = {2007},
url = {https://doi.org/10.1109/TIT.2007.909108},
doi = {10.1109/TIT.2007.909108},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/TroppG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/GilbertSTV07,
author = {Anna C. Gilbert and
Martin J. Strauss and
Joel A. Tropp and
Roman Vershynin},
editor = {David S. Johnson and
Uriel Feige},
title = {One sketch for all: fast algorithms for compressed sensing},
booktitle = {Proceedings of the 39th Annual {ACM} Symposium on Theory of Computing,
San Diego, California, USA, June 11-13, 2007},
pages = {237--246},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1250790.1250824},
doi = {10.1145/1250790.1250824},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/GilbertSTV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/TroppGS06,
author = {Joel A. Tropp and
Anna C. Gilbert and
Martin J. Strauss},
title = {Algorithms for simultaneous sparse approximation. Part {I:} Greedy
pursuit},
journal = {Signal Process.},
volume = {86},
number = {3},
pages = {572--588},
year = {2006},
url = {https://doi.org/10.1016/j.sigpro.2005.05.030},
doi = {10.1016/J.SIGPRO.2005.05.030},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/TroppGS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/Tropp06,
author = {Joel A. Tropp},
title = {Algorithms for simultaneous sparse approximation. Part {II:} Convex
relaxation},
journal = {Signal Process.},
volume = {86},
number = {3},
pages = {589--602},
year = {2006},
url = {https://doi.org/10.1016/j.sigpro.2005.05.031},
doi = {10.1016/J.SIGPRO.2005.05.031},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/Tropp06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Tropp06,
author = {Joel A. Tropp},
title = {Just relax: convex programming methods for identifying sparse signals
in noise},
journal = {{IEEE} Trans. Inf. Theory},
volume = {52},
number = {3},
pages = {1030--1051},
year = {2006},
url = {https://doi.org/10.1109/TIT.2005.864420},
doi = {10.1109/TIT.2005.864420},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Tropp06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/Tropp06,
author = {Joel A. Tropp},
title = {Random Filters for Compressive Sampling},
booktitle = {40th Annual Conference on Information Sciences and Systems, {CISS}
2006, Princeton, NJ, USA, 22-24 March 2006},
pages = {216--217},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CISS.2006.286465},
doi = {10.1109/CISS.2006.286465},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciss/Tropp06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/HerrityGT06,
author = {Kyle Herrity and
Anna C. Gilbert and
Joel A. Tropp},
title = {Sparse Approximation Via Iterative Thresholding},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {624--627},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660731},
doi = {10.1109/ICASSP.2006.1660731},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/HerrityGT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SraT06,
author = {Suvrit Sra and
Joel A. Tropp},
title = {Row-Action Methods for Compressed Sensing},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {868--871},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660792},
doi = {10.1109/ICASSP.2006.1660792},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SraT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TroppWDBB06,
author = {Joel A. Tropp and
Michael B. Wakin and
Marco F. Duarte and
Dror Baron and
Richard G. Baraniuk},
title = {Random Filters for Compressive Sampling and Reconstruction},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {872--875},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660793},
doi = {10.1109/ICASSP.2006.1660793},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TroppWDBB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0608079,
author = {Anna C. Gilbert and
Martin J. Strauss and
Joel A. Tropp and
Roman Vershynin},
title = {Algorithmic linear dimension reduction in the l{\_}1 norm for sparse
vectors},
journal = {CoRR},
volume = {abs/cs/0608079},
year = {2006},
url = {http://arxiv.org/abs/cs/0608079},
eprinttype = {arXiv},
eprint = {cs/0608079},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0608079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/DhillonHST05,
author = {Inderjit S. Dhillon and
Robert W. Heath Jr. and
M{\'{a}}ty{\'{a}}s A. Sustik and
Joel A. Tropp},
title = {Generalized Finite Algorithms for Constructing Hermitian Matrices
with Prescribed Diagonal and Spectrum},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {27},
number = {1},
pages = {61--71},
year = {2005},
url = {https://doi.org/10.1137/S0895479803438183},
doi = {10.1137/S0895479803438183},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/DhillonHST05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/TroppSHS05,
author = {Joel A. Tropp and
Inderjit S. Dhillon and
Robert W. Heath Jr. and
Thomas Strohmer},
title = {Designing structured tight frames via an alternating projection method},
journal = {{IEEE} Trans. Inf. Theory},
volume = {51},
number = {1},
pages = {188--209},
year = {2005},
url = {https://doi.org/10.1109/TIT.2004.839492},
doi = {10.1109/TIT.2004.839492},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/TroppSHS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Tropp05,
author = {Joel A. Tropp},
title = {Recovery of short, complex linear combinations via {\unicode{120001}}\({}_{\mbox{1}}\)
minimization},
journal = {{IEEE} Trans. Inf. Theory},
volume = {51},
number = {4},
pages = {1568--1570},
year = {2005},
url = {https://doi.org/10.1109/TIT.2005.844057},
doi = {10.1109/TIT.2005.844057},
timestamp = {Tue, 27 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/Tropp05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TroppGS05,
author = {Joel A. Tropp and
Anna C. Gilbert and
Martin J. Strauss},
title = {Simultaneous sparse approximation via greedy pursuit},
booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23,
2005},
pages = {721--724},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ICASSP.2005.1416405},
doi = {10.1109/ICASSP.2005.1416405},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TroppGS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/GilbertT05,
author = {Anna C. Gilbert and
Joel A. Tropp},
title = {Applications of sparse approximation in communications},
booktitle = {Proceedings of the 2005 {IEEE} International Symposium on Information
Theory, {ISIT} 2005, Adelaide, South Australia, Australia, 4-9 September
2005},
pages = {1000--1004},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ISIT.2005.1523488},
doi = {10.1109/ISIT.2005.1523488},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/GilbertT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Tropp04,
author = {Joel A. Tropp},
title = {Greed is good: algorithmic results for sparse approximation},
journal = {{IEEE} Trans. Inf. Theory},
volume = {50},
number = {10},
pages = {2231--2242},
year = {2004},
url = {https://doi.org/10.1109/TIT.2004.834793},
doi = {10.1109/TIT.2004.834793},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Tropp04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/TroppDH04,
author = {Joel A. Tropp and
Inderjit S. Dhillon and
Robert W. Heath Jr.},
title = {Finite-Step Algorithms for Constructing Optimal {CDMA} Signature Sequences},
journal = {{IEEE} Trans. Inf. Theory},
volume = {50},
number = {11},
pages = {2916--2921},
year = {2004},
url = {https://doi.org/10.1109/TIT.2004.836698},
doi = {10.1109/TIT.2004.836698},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/TroppDH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DhillonST04,
author = {Inderjit S. Dhillon and
Suvrit Sra and
Joel A. Tropp},
title = {Triangle Fixing Algorithms for the Metric Nearness Problem},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {361--368},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/4ebccfb3e317c7789f04f7a558df4537-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DhillonST04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/TroppGMS03,
author = {Joel A. Tropp and
Anna C. Gilbert and
S. Muthukrishnan and
Martin Strauss},
title = {Improved sparse approximation over quasiincoherent dictionaries},
booktitle = {Proceedings of the 2003 International Conference on Image Processing,
{ICIP} 2003, Barcelona, Catalonia, Spain, September 14-18, 2003},
pages = {37--40},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ICIP.2003.1246892},
doi = {10.1109/ICIP.2003.1246892},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/TroppGMS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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