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ORCIDBibTeX records: Dan Feldman
@article{DBLP:journals/tkde/BravermanFLRS23,
author = {Vladimir Braverman and
Dan Feldman and
Harry Lang and
Daniela Rus and
Adiel Statman},
title = {Least-Mean-Squares Coresets for Infinite Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {9},
pages = {8699--8712},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3180808},
doi = {10.1109/TKDE.2022.3180808},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/BravermanFLRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TukanZMRBF23,
author = {Murad Tukan and
Samson Zhou and
Alaa Maalouf and
Daniela Rus and
Vladimir Braverman and
Dan Feldman},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Provable Data Subset Selection For Efficient Neural Networks Training},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {34533--34555},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/tukan23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/TukanZMRBF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MaaloufGDGRF23,
author = {Alaa Maalouf and
Yotam Gurfinkel and
Barak Diker and
Oren Gal and
Daniela Rus and
Dan Feldman},
title = {Deep Learning on Home Drone: Searching for the Optimal Architecture},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2023, London, UK, May 29 - June 2, 2023},
pages = {8208--8215},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICRA48891.2023.10160827},
doi = {10.1109/ICRA48891.2023.10160827},
timestamp = {Tue, 08 Aug 2023 10:24:29 +0200},
biburl = {https://dblp.org/rec/conf/icra/MaaloufGDGRF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05151,
author = {Murad Tukan and
Samson Zhou and
Alaa Maalouf and
Daniela Rus and
Vladimir Braverman and
Dan Feldman},
title = {Provable Data Subset Selection For Efficient Neural Network Training},
journal = {CoRR},
volume = {abs/2303.05151},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05151},
doi = {10.48550/ARXIV.2303.05151},
eprinttype = {arXiv},
eprint = {2303.05151},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18553,
author = {Dan Feldman and
Ashwin Rao and
Zihao He and
Kristina Lerman},
title = {Affective Polarization in Social Networks},
journal = {CoRR},
volume = {abs/2310.18553},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18553},
doi = {10.48550/ARXIV.2310.18553},
eprinttype = {arXiv},
eprint = {2310.18553},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18553.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-13385,
author = {Murad Tukan and
Fares Fares and
Yotam Grufinkle and
Ido Talmor and
Loay Mualem and
Vladimir Braverman and
Dan Feldman},
title = {ORBSLAM3-Enhanced Autonomous Toy Drones: Pioneering Indoor Exploration},
journal = {CoRR},
volume = {abs/2312.13385},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.13385},
doi = {10.48550/ARXIV.2312.13385},
eprinttype = {arXiv},
eprint = {2312.13385},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-13385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/MaaloufJF22,
author = {Alaa Maalouf and
Ibrahim Jubran and
Dan Feldman},
title = {Fast and Accurate Least-Mean-Squares Solvers for High Dimensional
Data},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {12},
pages = {9977--9994},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3139612},
doi = {10.1109/TPAMI.2021.3139612},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/MaaloufJF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/BaykalLGFR22,
author = {Cenk Baykal and
Lucas Liebenwein and
Igor Gilitschenski and
Dan Feldman and
Daniela Rus},
title = {Sensitivity-Informed Provable Pruning of Neural Networks},
journal = {{SIAM} J. Math. Data Sci.},
volume = {4},
number = {1},
pages = {26--45},
year = {2022},
url = {https://doi.org/10.1137/20m1383239},
doi = {10.1137/20M1383239},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/BaykalLGFR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/JubranF22,
author = {Ibrahim Jubran and
Dan Feldman},
title = {Aligning Points to Lines: Provable Approximations},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {1},
pages = {138--149},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.2980836},
doi = {10.1109/TKDE.2020.2980836},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/JubranF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MussayFZBO22,
author = {Ben Mussay and
Dan Feldman and
Samson Zhou and
Vladimir Braverman and
Margarita Osadchy},
title = {Data-Independent Structured Pruning of Neural Networks via Coresets},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {12},
pages = {7829--7841},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3088587},
doi = {10.1109/TNNLS.2021.3088587},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/MussayFZBO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Tukan0ZBF22,
author = {Murad Tukan and
Xuan Wu and
Samson Zhou and
Vladimir Braverman and
Dan Feldman},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {New Coresets for Projective Clustering and Applications},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {5391--5415},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/tukan22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Tukan0ZBF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MaaloufTPKF22,
author = {Alaa Maalouf and
Murad Tukan and
Eric Price and
Daniel M. Kane and
Dan Feldman},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Coresets for Data Discretization and Sine Wave Fitting},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {10622--10639},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/maalouf22a.html},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MaaloufTPKF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TolochinskyJF22,
author = {Elad Tolochinsky and
Ibrahim Jubran and
Dan Feldman},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Generic Coreset for Scalable Learning of Monotonic Kernels: Logistic
Regression, Sigmoid and more},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {21520--21547},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/tolochinksy22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/TolochinskyJF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/JubranFAAF22,
author = {Ibrahim Jubran and
Fares Fares and
Yuval Alfassi and
Firas Ayoub and
Dan Feldman},
title = {Newton-PnP: Real-time Visual Navigation for Autonomous Toy-Drones},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2022, Kyoto, Japan, October 23-27, 2022},
pages = {13363--13370},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IROS47612.2022.9981922},
doi = {10.1109/IROS47612.2022.9981922},
timestamp = {Tue, 03 Jan 2023 14:18:21 +0100},
biburl = {https://dblp.org/rec/conf/iros/JubranFAAF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/TukanMFP22,
author = {Murad Tukan and
Alaa Maalouf and
Dan Feldman and
Roi Poranne},
title = {Obstacle Aware Sampling for Path Planning},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2022, Kyoto, Japan, October 23-27, 2022},
pages = {13676--13683},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IROS47612.2022.9981428},
doi = {10.1109/IROS47612.2022.9981428},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/TukanMFP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LotanSF22,
author = {Sagi Lotan and
Ernesto Evgeniy Sanches Shayda and
Dan Feldman},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Coreset for Line-Sets Clustering},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/f2ce95887c34393af4eb240d60017860-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LotanSF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02686,
author = {Ibrahim Jubran and
Fares Fares and
Yuval Alfassi and
Firas Ayoub and
Dan Feldman},
title = {Newton-PnP: Real-time Visual Navigation for Autonomous Toy-Drones},
journal = {CoRR},
volume = {abs/2203.02686},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02686},
doi = {10.48550/ARXIV.2203.02686},
eprinttype = {arXiv},
eprint = {2203.02686},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-03009,
author = {Alaa Maalouf and
Murad Tukan and
Eric Price and
Daniel Kane and
Dan Feldman},
title = {Coresets for Data Discretization and Sine Wave Fitting},
journal = {CoRR},
volume = {abs/2203.03009},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.03009},
doi = {10.48550/ARXIV.2203.03009},
eprinttype = {arXiv},
eprint = {2203.03009},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-03009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04075,
author = {Murad Tukan and
Alaa Maalouf and
Dan Feldman and
Roi Poranne},
title = {Obstacle Aware Sampling for Path Planning},
journal = {CoRR},
volume = {abs/2203.04075},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04075},
doi = {10.48550/ARXIV.2203.04075},
eprinttype = {arXiv},
eprint = {2203.04075},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04370,
author = {Murad Tukan and
Xuan Wu and
Samson Zhou and
Vladimir Braverman and
Dan Feldman},
title = {New Coresets for Projective Clustering and Applications},
journal = {CoRR},
volume = {abs/2203.04370},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04370},
doi = {10.48550/ARXIV.2203.04370},
eprinttype = {arXiv},
eprint = {2203.04370},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-11064,
author = {Alaa Maalouf and
Yotam Gurfinkel and
Barak Diker and
Oren Gal and
Daniela Rus and
Dan Feldman},
title = {Deep Learning on Home Drone: Searching for the Optimal Architecture},
journal = {CoRR},
volume = {abs/2209.11064},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.11064},
doi = {10.48550/ARXIV.2209.11064},
eprinttype = {arXiv},
eprint = {2209.11064},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-11064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/TukanMWF21,
author = {Murad Tukan and
Alaa Maalouf and
Matan Weksler and
Dan Feldman},
title = {No Fine-Tuning, No Cry: Robust {SVD} for Compressing Deep Networks},
journal = {Sensors},
volume = {21},
number = {16},
pages = {5599},
year = {2021},
url = {https://doi.org/10.3390/s21165599},
doi = {10.3390/S21165599},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/TukanMWF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/MaaloufJTF21,
author = {Alaa Maalouf and
Ibrahim Jubran and
Murad Tukan and
Dan Feldman},
title = {Coresets for the Average Case Error for Finite Query Sets},
journal = {Sensors},
volume = {21},
number = {19},
pages = {6689},
year = {2021},
url = {https://doi.org/10.3390/s21196689},
doi = {10.3390/S21196689},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/MaaloufJTF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/TukanBFR21,
author = {Murad Tukan and
Cenk Baykal and
Dan Feldman and
Daniela Rus},
title = {On coresets for support vector machines},
journal = {Theor. Comput. Sci.},
volume = {890},
pages = {171--191},
year = {2021},
url = {https://doi.org/10.1016/j.tcs.2021.09.008},
doi = {10.1016/J.TCS.2021.09.008},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/TukanBFR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/GilGKKROVPPSVCF21,
author = {Yolanda Gil and
Daniel Garijo and
Deborah Khider and
Craig A. Knoblock and
Varun Ratnakar and
Maximiliano Osorio and
Hern{\'{a}}n Vargas and
Minh Pham and
Jay Pujara and
Basel Shbita and
Binh Vu and
Yao{-}Yi Chiang and
Dan Feldman and
Yijun Lin and
Hayley Song and
Vipin Kumar and
Ankush Khandelwal and
Michael S. Steinbach and
Kshitij Tayal and
Shaoming Xu and
Suzanne A. Pierce and
Lissa Pearson and
Daniel Hardesty{-}Lewis and
Ewa Deelman and
Rafael Ferreira da Silva and
Rajiv Mayani and
Armen R. Kemanian and
Yuning Shi and
Lorne Leonard and
Scott D. Peckham and
Maria Stoica and
Kelly M. Cobourn and
Zeya Zhang and
Christopher J. Duffy and
Lele Shu},
title = {Artificial Intelligence for Modeling Complex Systems: Taming the Complexity
of Expert Models to Improve Decision Making},
journal = {{ACM} Trans. Interact. Intell. Syst.},
volume = {11},
number = {2},
pages = {11:1--11:49},
year = {2021},
url = {https://doi.org/10.1145/3453172},
doi = {10.1145/3453172},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tiis/GilGKKROVPPSVCF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/JubranMF21,
author = {Ibrahim Jubran and
Alaa Maalouf and
Dan Feldman},
title = {Overview of accurate coresets},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {11},
number = {6},
year = {2021},
url = {https://doi.org/10.1002/widm.1429},
doi = {10.1002/WIDM.1429},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/JubranMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BravermanFLSZ21,
author = {Vladimir Braverman and
Dan Feldman and
Harry Lang and
Adiel Statman and
Samson Zhou},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Efficient Coreset Constructions via Sensitivity Sampling},
booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November
2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {157},
pages = {948--963},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v157/braverman21a.html},
timestamp = {Wed, 22 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/BravermanFLSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/JubranMKF21,
author = {Ibrahim Jubran and
Alaa Maalouf and
Ron Kimmel and
Dan Feldman},
title = {Provably Approximated Point Cloud Registration},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {13249--13258},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01302},
doi = {10.1109/ICCV48922.2021.01302},
timestamp = {Fri, 11 Mar 2022 10:01:27 +0100},
biburl = {https://dblp.org/rec/conf/iccv/JubranMKF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MaaloufLRF21,
author = {Alaa Maalouf and
Harry Lang and
Daniela Rus and
Dan Feldman},
title = {Deep Learning meets Projective Clustering},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=EQfpYwF3-b},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MaaloufLRF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/irc/DanialBF21,
author = {Jeryes Danial and
Yosi Ben{-}Asher and
Dan Feldman},
title = {Resolving battery status and customer matching to create 24/7 drones
based advertisement system},
booktitle = {Fifth {IEEE} International Conference on Robotic Computing, {IRC}
2021, Taichung, Taiwan, November 15-17, 2021},
pages = {131--136},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IRC52146.2021.00032},
doi = {10.1109/IRC52146.2021.00032},
timestamp = {Mon, 21 Feb 2022 14:42:17 +0100},
biburl = {https://dblp.org/rec/conf/irc/DanialBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiebenweinMFR21,
author = {Lucas Liebenwein and
Alaa Maalouf and
Dan Feldman and
Daniela Rus},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Compressing Neural Networks: Towards Determining the Optimal Layer-wise
Decomposition},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {5328--5344},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/2adcfc3929e7c03fac3100d3ad51da26-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiebenweinMFR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JubranSNF21,
author = {Ibrahim Jubran and
Ernesto Evgeniy Sanches Shayda and
Ilan Newman and
Dan Feldman},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Coresets for Decision Trees of Signals},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {30352--30364},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/fea9c11c4ad9a395a636ed944a28b51a-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JubranSNF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-03588,
author = {Ibrahim Jubran and
Alaa Maalouf and
Ron Kimmel and
Dan Feldman},
title = {Provably Approximated {ICP}},
journal = {CoRR},
volume = {abs/2101.03588},
year = {2021},
url = {https://arxiv.org/abs/2101.03588},
eprinttype = {arXiv},
eprint = {2101.03588},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-03588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02822,
author = {Cenk Baykal and
Lucas Liebenwein and
Dan Feldman and
Daniela Rus},
title = {Low-Regret Active learning},
journal = {CoRR},
volume = {abs/2104.02822},
year = {2021},
url = {https://arxiv.org/abs/2104.02822},
eprinttype = {arXiv},
eprint = {2104.02822},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-11442,
author = {Lucas Liebenwein and
Alaa Maalouf and
Oren Gal and
Dan Feldman and
Daniela Rus},
title = {Compressing Neural Networks: Towards Determining the Optimal Layer-wise
Decomposition},
journal = {CoRR},
volume = {abs/2107.11442},
year = {2021},
url = {https://arxiv.org/abs/2107.11442},
eprinttype = {arXiv},
eprint = {2107.11442},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-11442.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03195,
author = {Ibrahim Jubran and
Ernesto Evgeniy Sanches Shayda and
Ilan Newman and
Dan Feldman},
title = {Coresets for Decision Trees of Signals},
journal = {CoRR},
volume = {abs/2110.03195},
year = {2021},
url = {https://arxiv.org/abs/2110.03195},
eprinttype = {arXiv},
eprint = {2110.03195},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03044,
author = {Alaa Maalouf and
Gilad Eini and
Ben Mussay and
Dan Feldman and
Margarita Osadchy},
title = {A Unified Approach to Coreset Learning},
journal = {CoRR},
volume = {abs/2111.03044},
year = {2021},
url = {https://arxiv.org/abs/2111.03044},
eprinttype = {arXiv},
eprint = {2111.03044},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03046,
author = {Alaa Maalouf and
Ibrahim Jubran and
Dan Feldman},
title = {Introduction to Coresets: Approximated Mean},
journal = {CoRR},
volume = {abs/2111.03046},
year = {2021},
url = {https://arxiv.org/abs/2111.03046},
eprinttype = {arXiv},
eprint = {2111.03046},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/BargerF20,
author = {Artem Barger and
Dan Feldman},
title = {Deterministic Coresets for k-Means of Big Sparse Data {\textdagger}},
journal = {Algorithms},
volume = {13},
number = {4},
pages = {92},
year = {2020},
url = {https://doi.org/10.3390/a13040092},
doi = {10.3390/A13040092},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/BargerF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/EpsteinF20,
author = {Dror Epstein and
Dan Feldman},
title = {Sphere Fitting with Applications to Machine Tracking},
journal = {Algorithms},
volume = {13},
number = {8},
pages = {177},
year = {2020},
url = {https://doi.org/10.3390/a13080177},
doi = {10.3390/A13080177},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithms/EpsteinF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/StatmanRF20,
author = {Adiel Statman and
Liat Rozenberg and
Dan Feldman},
title = {k-Means: Outliers-Resistant Clustering+++},
journal = {Algorithms},
volume = {13},
number = {12},
pages = {311},
year = {2020},
url = {https://doi.org/10.3390/a13120311},
doi = {10.3390/A13120311},
timestamp = {Sat, 09 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithms/StatmanRF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/NetzerFF20,
author = {Eitan Netzer and
Alex Frid and
Dan Feldman},
title = {Real-time {EEG} classification via coresets for {BCI} applications},
journal = {Eng. Appl. Artif. Intell.},
volume = {89},
pages = {103455},
year = {2020},
url = {https://doi.org/10.1016/j.engappai.2019.103455},
doi = {10.1016/J.ENGAPPAI.2019.103455},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/NetzerFF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/popets/ShaulFR20,
author = {Hayim Shaul and
Dan Feldman and
Daniela Rus},
title = {Secure k-ish Nearest Neighbors Classifier},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2020},
number = {3},
pages = {42--61},
year = {2020},
url = {https://doi.org/10.2478/popets-2020-0045},
doi = {10.2478/POPETS-2020-0045},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/popets/ShaulFR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/NasserJF20,
author = {Soliman Nasser and
Ibrahim Jubran and
Dan Feldman},
title = {Autonomous Toy Drone via Coresets for Pose Estimation},
journal = {Sensors},
volume = {20},
number = {11},
pages = {3042},
year = {2020},
url = {https://doi.org/10.3390/s20113042},
doi = {10.3390/S20113042},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/NasserJF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/FeldmanSS20,
author = {Dan Feldman and
Melanie Schmidt and
Christian Sohler},
title = {Turning Big Data Into Tiny Data: Constant-Size Coresets for k-Means,
PCA, and Projective Clustering},
journal = {{SIAM} J. Comput.},
volume = {49},
number = {3},
pages = {601--657},
year = {2020},
url = {https://doi.org/10.1137/18M1209854},
doi = {10.1137/18M1209854},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/FeldmanSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/Feldman20,
author = {Dan Feldman},
title = {Core-sets: An updated survey},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {10},
number = {1},
year = {2020},
url = {https://doi.org/10.1002/widm.1335},
doi = {10.1002/WIDM.1335},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/widm/Feldman20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiebenweinBLFR20,
author = {Lucas Liebenwein and
Cenk Baykal and
Harry Lang and
Dan Feldman and
Daniela Rus},
title = {Provable Filter Pruning for Efficient Neural Networks},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=BJxkOlSYDH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiebenweinBLFR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MussayOBZF20,
author = {Ben Mussay and
Margarita Osadchy and
Vladimir Braverman and
Samson Zhou and
Dan Feldman},
title = {Data-Independent Neural Pruning via Coresets},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=H1gmHaEKwB},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MussayOBZF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JubranTMF20,
author = {Ibrahim Jubran and
Murad Tukan and
Alaa Maalouf and
Dan Feldman},
title = {Sets Clustering},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4994--5005},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jubran20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JubranTMF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MaaloufSF20,
author = {Alaa Maalouf and
Adiel Statman and
Dan Feldman},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Tight Sensitivity Bounds For Smaller Coresets},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2051--2061},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403256},
doi = {10.1145/3394486.3403256},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MaaloufSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TukanMF20,
author = {Murad Tukan and
Alaa Maalouf and
Dan Feldman},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Coresets for Near-Convex Functions},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/0afe095e81a6ac76ff3f69975cb3e7ae-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TukanMF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tamc/TukanBFR20,
author = {Murad Tukan and
Cenk Baykal and
Dan Feldman and
Daniela Rus},
editor = {Jianer Chen and
Qilong Feng and
Jinhui Xu},
title = {On Coresets for Support Vector Machines},
booktitle = {Theory and Applications of Models of Computation, 16th International
Conference, {TAMC} 2020, Changsha, China, October 18-20, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12337},
pages = {287--299},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59267-7\_25},
doi = {10.1007/978-3-030-59267-7\_25},
timestamp = {Mon, 09 Nov 2020 10:35:17 +0100},
biburl = {https://dblp.org/rec/conf/tamc/TukanBFR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06296,
author = {Vladimir Braverman and
Dan Feldman and
Harry Lang and
Daniela Rus and
Adiel Statman},
title = {Sparse Coresets for {SVD} on Infinite Streams},
journal = {CoRR},
volume = {abs/2002.06296},
year = {2020},
url = {https://arxiv.org/abs/2002.06296},
eprinttype = {arXiv},
eprint = {2002.06296},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06469,
author = {Murad Tukan and
Cenk Baykal and
Dan Feldman and
Daniela Rus},
title = {On Coresets for Support Vector Machines},
journal = {CoRR},
volume = {abs/2002.06469},
year = {2020},
url = {https://arxiv.org/abs/2002.06469},
eprinttype = {arXiv},
eprint = {2002.06469},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04135,
author = {Ibrahim Jubran and
Murad Tukan and
Alaa Maalouf and
Dan Feldman},
title = {Sets Clustering},
journal = {CoRR},
volume = {abs/2003.04135},
year = {2020},
url = {https://arxiv.org/abs/2003.04135},
eprinttype = {arXiv},
eprint = {2003.04135},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-04135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05441,
author = {Alaa Maalouf and
Ibrahim Jubran and
Murad Tukan and
Dan Feldman},
title = {Faster {PAC} Learning and Smaller Coresets via Smoothed Analysis},
journal = {CoRR},
volume = {abs/2006.05441},
year = {2020},
url = {https://arxiv.org/abs/2006.05441},
eprinttype = {arXiv},
eprint = {2006.05441},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05482,
author = {Murad Tukan and
Alaa Maalouf and
Dan Feldman},
title = {Coresets for Near-Convex Functions},
journal = {CoRR},
volume = {abs/2006.05482},
year = {2020},
url = {https://arxiv.org/abs/2006.05482},
eprinttype = {arXiv},
eprint = {2006.05482},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-08316,
author = {Ben Mussay and
Dan Feldman and
Samson Zhou and
Vladimir Braverman and
Margarita Osadchy},
title = {Data-Independent Structured Pruning of Neural Networks via Coresets},
journal = {CoRR},
volume = {abs/2008.08316},
year = {2020},
url = {https://arxiv.org/abs/2008.08316},
eprinttype = {arXiv},
eprint = {2008.08316},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-08316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05647,
author = {Murad Tukan and
Alaa Maalouf and
Matan Weksler and
Dan Feldman},
title = {Compressed Deep Networks: Goodbye SVD, Hello Robust Low-Rank Approximation},
journal = {CoRR},
volume = {abs/2009.05647},
year = {2020},
url = {https://arxiv.org/abs/2009.05647},
eprinttype = {arXiv},
eprint = {2009.05647},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04290,
author = {Alaa Maalouf and
Harry Lang and
Daniela Rus and
Dan Feldman},
title = {Deep Learning Meets Projective Clustering},
journal = {CoRR},
volume = {abs/2010.04290},
year = {2020},
url = {https://arxiv.org/abs/2010.04290},
eprinttype = {arXiv},
eprint = {2010.04290},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09384,
author = {Dan Feldman},
title = {Introduction to Core-sets: an Updated Survey},
journal = {CoRR},
volume = {abs/2011.09384},
year = {2020},
url = {https://arxiv.org/abs/2011.09384},
eprinttype = {arXiv},
eprint = {2011.09384},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09384.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13476,
author = {Adiel Statman and
Liat Rozenberg and
Dan Feldman},
title = {Faster Projective Clustering Approximation of Big Data},
journal = {CoRR},
volume = {abs/2011.13476},
year = {2020},
url = {https://arxiv.org/abs/2011.13476},
eprinttype = {arXiv},
eprint = {2011.13476},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/ShaulFR20,
author = {Hayim Shaul and
Dan Feldman and
Daniela Rus},
title = {Secure k-ish nearest neighbors classifier},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {319},
year = {2020},
url = {https://eprint.iacr.org/2020/319},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/ShaulFR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/RozenbergLF19,
author = {Liat Rozenberg and
Sagi Lotan and
Dan Feldman},
title = {Finding Patterns in Signals Using Lossy Text Compression},
journal = {Algorithms},
volume = {12},
number = {12},
pages = {267},
year = {2019},
url = {https://doi.org/10.3390/a12120267},
doi = {10.3390/A12120267},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithms/RozenbergLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/DanialFH19,
author = {Jeryes Danial and
Dan Feldman and
Ariel Hutterer},
title = {Position Estimation of Moving Objects: Practical Provable Approximation},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {4},
number = {2},
pages = {1985--1992},
year = {2019},
url = {https://doi.org/10.1109/LRA.2019.2899430},
doi = {10.1109/LRA.2019.2899430},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/DanialFH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tches/AkaviaFS19,
author = {Adi Akavia and
Dan Feldman and
Hayim Shaul},
title = {Secure Data Retrieval on the Cloud: Homomorphic Encryption meets Coresets},
journal = {{IACR} Trans. Cryptogr. Hardw. Embed. Syst.},
volume = {2019},
number = {2},
pages = {80--106},
year = {2019},
url = {https://doi.org/10.13154/tches.v2019.i2.80-106},
doi = {10.13154/TCHES.V2019.I2.80-106},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tches/AkaviaFS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/approx/BravermanFLR19,
author = {Vladimir Braverman and
Dan Feldman and
Harry Lang and
Daniela Rus},
editor = {Dimitris Achlioptas and
L{\'{a}}szl{\'{o}} A. V{\'{e}}gh},
title = {Streaming Coreset Constructions for M-Estimators},
booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
and Techniques, {APPROX/RANDOM} 2019, September 20-22, 2019, Massachusetts
Institute of Technology, Cambridge, MA, {USA}},
series = {LIPIcs},
volume = {145},
pages = {62:1--62:15},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2019},
url = {https://doi.org/10.4230/LIPIcs.APPROX-RANDOM.2019.62},
doi = {10.4230/LIPICS.APPROX-RANDOM.2019.62},
timestamp = {Tue, 21 Sep 2021 09:36:24 +0200},
biburl = {https://dblp.org/rec/conf/approx/BravermanFLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaykalLGFR19,
author = {Cenk Baykal and
Lucas Liebenwein and
Igor Gilitschenski and
Dan Feldman and
Daniela Rus},
title = {Data-Dependent Coresets for Compressing Neural Networks with Applications
to Generalization Bounds},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HJfwJ2A5KX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaykalLGFR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/GarijoKRGDSKCPP19,
author = {Daniel Garijo and
Deborah Khider and
Varun Ratnakar and
Yolanda Gil and
Ewa Deelman and
Rafael Ferreira da Silva and
Craig A. Knoblock and
Yao{-}Yi Chiang and
Minh Pham and
Jay Pujara and
Binh Vu and
Dan Feldman and
Rajiv Mayani and
Kelly M. Cobourn and
Christopher J. Duffy and
Armen R. Kemanian and
Lele Shu and
Vipin Kumar and
Ankush Khandelwal and
Kshitij Tayal and
Scott D. Peckham and
Maria Stoica and
Anna Dabrowski and
Daniel Hardesty{-}Lewis and
Suzanne A. Pierce},
title = {An intelligent interface for integrating climate, hydrology, agriculture,
and socioeconomic models},
booktitle = {Proceedings of the 24th International Conference on Intelligent User
Interfaces: Companion, Marina del Ray, CA, USA, March 16-20, 2019},
pages = {111--112},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308557.3308711},
doi = {10.1145/3308557.3308711},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/GarijoKRGDSKCPP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaaloufJF19,
author = {Alaa Maalouf and
Ibrahim Jubran and
Dan Feldman},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Fast and Accurate Least-Mean-Squares Solvers},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {8305--8316},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/475fbefa9ebfba9233364533aafd02a3-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MaaloufJF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaromF19,
author = {Yair Marom and
Dan Feldman},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {k-Means Clustering of Lines for Big Data},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {12797--12806},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/6084e82a08cb979cf75ae28aed37ecd4-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MaromF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tamc/LangBSTFR19,
author = {Harry Lang and
Cenk Baykal and
Najib Abu Samra and
Tony Tannous and
Dan Feldman and
Daniela Rus},
editor = {T. V. Gopal and
Junzo Watada},
title = {Deterministic Coresets for Stochastic Matrices with Applications to
Scalable Sparse PageRank},
booktitle = {Theory and Applications of Models of Computation - 15th Annual Conference,
{TAMC} 2019, Kitakyushu, Japan, April 13-16, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11436},
pages = {410--423},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-14812-6\_25},
doi = {10.1007/978-3-030-14812-6\_25},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/tamc/LangBSTFR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00512,
author = {Eitan Netzer and
Alex Frid and
Dan Feldman},
title = {Real-Time {EEG} Classification via Coresets for {BCI} Applications},
journal = {CoRR},
volume = {abs/1901.00512},
year = {2019},
url = {http://arxiv.org/abs/1901.00512},
eprinttype = {arXiv},
eprint = {1901.00512},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-00512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10407,
author = {Ibrahim Jubran and
David Cohn and
Dan Feldman},
title = {Provable Approximations for Constrained {\textdollar}{\textbackslash}ell{\_}p{\textdollar}
Regression},
journal = {CoRR},
volume = {abs/1902.10407},
year = {2019},
url = {http://arxiv.org/abs/1902.10407},
eprinttype = {arXiv},
eprint = {1902.10407},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06904,
author = {Yair Marom and
Dan Feldman},
title = {k-Means Clustering of Lines for Big Data},
journal = {CoRR},
volume = {abs/1903.06904},
year = {2019},
url = {http://arxiv.org/abs/1903.06904},
eprinttype = {arXiv},
eprint = {1903.06904},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06904.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04705,
author = {Alaa Maalouf and
Ibrahim Jubran and
Dan Feldman},
title = {Fast and Accurate Least-Mean-Squares Solvers},
journal = {CoRR},
volume = {abs/1906.04705},
year = {2019},
url = {http://arxiv.org/abs/1906.04705},
eprinttype = {arXiv},
eprint = {1906.04705},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04895,
author = {Dan Feldman and
Zahi Kfir and
Xuan Wu},
title = {Coresets for Gaussian Mixture Models of Any Shape},
journal = {CoRR},
volume = {abs/1906.04895},
year = {2019},
url = {http://arxiv.org/abs/1906.04895},
eprinttype = {arXiv},
eprint = {1906.04895},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01433,
author = {Alaa Maalouf and
Adiel Statman and
Dan Feldman},
title = {Tight Sensitivity Bounds For Smaller Coresets},
journal = {CoRR},
volume = {abs/1907.01433},
year = {2019},
url = {http://arxiv.org/abs/1907.01433},
eprinttype = {arXiv},
eprint = {1907.01433},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04018,
author = {Ben Mussay and
Samson Zhou and
Vladimir Braverman and
Dan Feldman},
title = {On Activation Function Coresets for Network Pruning},
journal = {CoRR},
volume = {abs/1907.04018},
year = {2019},
url = {http://arxiv.org/abs/1907.04018},
eprinttype = {arXiv},
eprint = {1907.04018},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05422,
author = {Cenk Baykal and
Lucas Liebenwein and
Igor Gilitschenski and
Dan Feldman and
Daniela Rus},
title = {SiPPing Neural Networks: Sensitivity-informed Provable Pruning of
Neural Networks},
journal = {CoRR},
volume = {abs/1910.05422},
year = {2019},
url = {http://arxiv.org/abs/1910.05422},
eprinttype = {arXiv},
eprint = {1910.05422},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05422.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08707,
author = {Ibrahim Jubran and
Alaa Maalouf and
Dan Feldman},
title = {Introduction to Coresets: Accurate Coresets},
journal = {CoRR},
volume = {abs/1910.08707},
year = {2019},
url = {http://arxiv.org/abs/1910.08707},
eprinttype = {arXiv},
eprint = {1910.08707},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-08707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07412,
author = {Lucas Liebenwein and
Cenk Baykal and
Harry Lang and
Dan Feldman and
Daniela Rus},
title = {Provable Filter Pruning for Efficient Neural Networks},
journal = {CoRR},
volume = {abs/1911.07412},
year = {2019},
url = {http://arxiv.org/abs/1911.07412},
eprinttype = {arXiv},
eprint = {1911.07412},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/EpsteinF18,
author = {Dror Epstein and
Dan Feldman},
title = {Quadcopter Tracks Quadcopter via Real-Time Shape Fitting},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {3},
number = {1},
pages = {544--550},
year = {2018},
url = {https://doi.org/10.1109/LRA.2017.2773668},
doi = {10.1109/LRA.2017.2773668},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/EpsteinF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AkaviaFS18,
author = {Adi Akavia and
Dan Feldman and
Hayim Shaul},
editor = {David Lie and
Mohammad Mannan and
Michael Backes and
XiaoFeng Wang},
title = {Secure Search on Encrypted Data via Multi-Ring Sketch},
booktitle = {Proceedings of the 2018 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2018, Toronto, ON, Canada, October
15-19, 2018},
pages = {985--1001},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3243734.3243810},
doi = {10.1145/3243734.3243810},
timestamp = {Tue, 10 Nov 2020 20:00:51 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AkaviaFS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-07301,
author = {Hayim Shaul and
Dan Feldman and
Daniela Rus},
title = {Scalable Secure Computation of Statistical Functions with Applications
to k-Nearest Neighbors},
journal = {CoRR},
volume = {abs/1801.07301},
year = {2018},
url = {http://arxiv.org/abs/1801.07301},
eprinttype = {arXiv},
eprint = {1801.07301},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-07301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-07382,
author = {Elad Tolochinsky and
Dan Feldman},
title = {Coresets For Monotonic Functions with Applications to Deep Learning},
journal = {CoRR},
volume = {abs/1802.07382},
year = {2018},
url = {http://arxiv.org/abs/1802.07382},
eprinttype = {arXiv},
eprint = {1802.07382},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-07382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-05345,
author = {Cenk Baykal and
Lucas Liebenwein and
Igor Gilitschenski and
Dan Feldman and
Daniela Rus},
title = {Data-Dependent Coresets for Compressing Neural Networks with Applications
to Generalization Bounds},
journal = {CoRR},
volume = {abs/1804.05345},
year = {2018},
url = {http://arxiv.org/abs/1804.05345},
eprinttype = {arXiv},
eprint = {1804.05345},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-05345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04518,
author = {Dan Feldman and
Melanie Schmidt and
Christian Sohler},
title = {Turning Big data into tiny data: Constant-size coresets for k-means,
{PCA} and projective clustering},
journal = {CoRR},
volume = {abs/1807.04518},
year = {2018},
url = {http://arxiv.org/abs/1807.04518},
eprinttype = {arXiv},
eprint = {1807.04518},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-08446,
author = {Ibrahim Jubran and
Dan Feldman},
title = {Minimizing Sum of Non-Convex but Piecewise log-Lipschitz Functions
using Coresets},
journal = {CoRR},
volume = {abs/1807.08446},
year = {2018},
url = {http://arxiv.org/abs/1807.08446},
eprinttype = {arXiv},
eprint = {1807.08446},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-08446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/AkaviaFS18,
author = {Adi Akavia and
Dan Feldman and
Hayim Shaul},
title = {Secure Search via Multi-Ring Fully Homomorphic Encryption},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {245},
year = {2018},
url = {http://eprint.iacr.org/2018/245},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/AkaviaFS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/AkaviaFS18a,
author = {Adi Akavia and
Dan Feldman and
Hayim Shaul},
title = {Secure Data Retrieval On The Cloud Homomorphic Encryption Meets Coresets},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {1003},
year = {2018},
url = {https://eprint.iacr.org/2018/1003},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/AkaviaFS18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LucicFKF17,
author = {Mario Lucic and
Matthew Faulkner and
Andreas Krause and
Dan Feldman},
title = {Training Gaussian Mixture Models at Scale via Coresets},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {160:1--160:25},
year = {2017},
url = {http://jmlr.org/papers/v18/15-506.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/LucicFKF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/DuanCKJFUL17,
author = {Weiwei Duan and
Yao{-}Yi Chiang and
Craig A. Knoblock and
Vinil Jain and
Dan Feldman and
Johannes H. Uhl and
Stefan Leyk},
editor = {Huina Mao and
Yingjie Hu and
Bandana Kar and
Song Gao and
Grant McKenzie},
title = {Automatic alignment of geographic features in contemporary vector
data and historical maps},
booktitle = {Proceedings of the 1st Workshop on Artificial Intelligence and Deep
Learning for Geographic Knowledge Discovery, GeoAI@SIGSPATIAL 2017,
Redondo Beach, CA, USA, November 7-10, 2017},
pages = {45--54},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3149808.3149816},
doi = {10.1145/3149808.3149816},
timestamp = {Sun, 08 Mar 2020 17:30:39 +0100},
biburl = {https://dblp.org/rec/conf/gis/DuanCKJFUL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FeldmanOR17,
author = {Dan Feldman and
Sedat Ozer and
Daniela Rus},
editor = {Doina Precup and
Yee Whye Teh},
title = {Coresets for Vector Summarization with Applications to Network Graphs},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1117--1125},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/feldman17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/FeldmanOR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/FeldmanXZR17,
author = {Dan Feldman and
Chongyuan Xiang and
Ruihao Zhu and
Daniela Rus},
editor = {Pei Zhang and
Prabal Dutta and
Guoliang Xing},
title = {Coresets for differentially private k-means clustering and applications
to privacy in mobile sensor networks},
booktitle = {Proceedings of the 16th {ACM/IEEE} International Conference on Information
Processing in Sensor Networks, {IPSN} 2017, Pittsburgh, PA, USA, April
18-21, 2017},
pages = {3--15},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3055031.3055090},
doi = {10.1145/3055031.3055090},
timestamp = {Thu, 19 Aug 2021 10:42:37 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/FeldmanXZR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/med/GoldinFGCN17,
author = {Ephraim Goldin and
Dan Feldman and
George K. Georgoulas and
Miguel Casta{\~{n}}o and
George Nikolakopoulos},
title = {Cloud computing for big data analytics in the Process Control Industry},
booktitle = {25th Mediterranean Conference on Control and Automation, {MED} 2017,
Valletta, Malta, July 3-6, 2017},
pages = {1373--1378},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/MED.2017.7984310},
doi = {10.1109/MED.2017.7984310},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/med/GoldinFGCN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FeldmanOR17,
author = {Dan Feldman and
Sedat Ozer and
Daniela Rus},
title = {Coresets for Vector Summarization with Applications to Network Graphs},
journal = {CoRR},
volume = {abs/1706.05554},
year = {2017},
url = {http://arxiv.org/abs/1706.05554},
eprinttype = {arXiv},
eprint = {1706.05554},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FeldmanOR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05811,
author = {Adi Akavia and
Dan Feldman and
Hayim Shaul},
title = {Secure Search on the Cloud via Coresets and Sketches},
journal = {CoRR},
volume = {abs/1708.05811},
year = {2017},
url = {http://arxiv.org/abs/1708.05811},
eprinttype = {arXiv},
eprint = {1708.05811},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-05811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FeldmanVR16,
author = {Dan Feldman and
Mikhail Volkov and
Daniela Rus},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Dimensionality Reduction of Massive Sparse Datasets Using Coresets},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {2766--2774},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/b7087c1f4f89e63af8d46f3b20271153-Abstract.html},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FeldmanVR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BargerF16,
author = {Artem Barger and
Dan Feldman},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {\emph{k}-Means for Streaming and Distributed Big Sparse Data},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {342--350},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.39},
doi = {10.1137/1.9781611974348.39},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BargerF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BravermanFL16,
author = {Vladimir Braverman and
Dan Feldman and
Harry Lang},
title = {New Frameworks for Offline and Streaming Coreset Constructions},
journal = {CoRR},
volume = {abs/1612.00889},
year = {2016},
url = {http://arxiv.org/abs/1612.00889},
eprinttype = {arXiv},
eprint = {1612.00889},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BravermanFL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosn/FeldmanSSR15,
author = {Dan Feldman and
Cynthia R. Sung and
Andrew Sugaya and
Daniela Rus},
title = {iDiary: From {GPS} Signals to a Text- Searchable Diary},
journal = {{ACM} Trans. Sens. Networks},
volume = {11},
number = {4},
pages = {60:1--60:41},
year = {2015},
url = {https://doi.org/10.1145/2814569},
doi = {10.1145/2814569},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosn/FeldmanSSR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/VolkovRFFR15,
author = {Mikhail Volkov and
Guy Rosman and
Dan Feldman and
John W. Fisher III and
Daniela Rus},
title = {Coresets for visual summarization with applications to loop closure},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2015, Seattle, WA, USA, 26-30 May, 2015},
pages = {3638--3645},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICRA.2015.7139704},
doi = {10.1109/ICRA.2015.7139704},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/VolkovRFFR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/NasserBDPRRVF15,
author = {Soliman Nasser and
Andew Barry and
Marek Doniec and
Guy Peled and
Guy Rosman and
Daniela Rus and
Mikhail Volkov and
Dan Feldman},
editor = {Suman Nath and
Bhaskar Krishnamachari and
Anthony Rowe},
title = {Fleye on the car: big data meets the internet of things},
booktitle = {Proceedings of the 14th International Conference on Information Processing
in Sensor Networks, {IPSN} 2015, Seattle, WA, USA, April 14-16, 2015},
pages = {382--383},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2737095.2742919},
doi = {10.1145/2737095.2742919},
timestamp = {Tue, 23 May 2023 07:17:06 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/NasserBDPRRVF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FeldmanT15,
author = {Dan Feldman and
Tamir Tassa},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {More Constraints, Smaller Coresets: Constrained Matrix Approximation
of Sparse Big Data},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {249--258},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783312},
doi = {10.1145/2783258.2783312},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/FeldmanT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FeldmanVR15,
author = {Dan Feldman and
Mikhail Volkov and
Daniela Rus},
title = {Dimensionality Reduction of Massive Sparse Datasets Using Coresets},
journal = {CoRR},
volume = {abs/1503.01663},
year = {2015},
url = {http://arxiv.org/abs/1503.01663},
eprinttype = {arXiv},
eprint = {1503.01663},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FeldmanVR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BargerF15,
author = {Artem Barger and
Dan Feldman},
title = {k-Means for Streaming and Distributed Big Sparse Data},
journal = {CoRR},
volume = {abs/1511.08990},
year = {2015},
url = {http://arxiv.org/abs/1511.08990},
eprinttype = {arXiv},
eprint = {1511.08990},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BargerF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NasserJF15,
author = {Soliman Nasser and
Ibrahim Jubran and
Dan Feldman},
title = {Low-cost and Faster Tracking Systems Using Core-sets for Pose-Estimation},
journal = {CoRR},
volume = {abs/1511.09120},
year = {2015},
url = {http://arxiv.org/abs/1511.09120},
eprinttype = {arXiv},
eprint = {1511.09120},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NasserJF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compgeom/MunteanuSF14,
author = {Alexander Munteanu and
Christian Sohler and
Dan Feldman},
editor = {Siu{-}Wing Cheng and
Olivier Devillers},
title = {Smallest enclosing ball for probabilistic data},
booktitle = {30th Annual Symposium on Computational Geometry, SoCG'14, Kyoto, Japan,
June 08 - 11, 2014},
pages = {214},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2582112.2582114},
doi = {10.1145/2582112.2582114},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compgeom/MunteanuSF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/PaulFRN14,
author = {Rohan Paul and
Dan Feldman and
Daniela Rus and
Paul Newman},
title = {Visual precis generation using coresets},
booktitle = {2014 {IEEE} International Conference on Robotics and Automation, {ICRA}
2014, Hong Kong, China, May 31 - June 7, 2014},
pages = {1304--1311},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICRA.2014.6907021},
doi = {10.1109/ICRA.2014.6907021},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/PaulFRN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RosmanVFFR14,
author = {Guy Rosman and
Mikhail Volkov and
Dan Feldman and
John W. Fisher III and
Daniela Rus},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Coresets for k-Segmentation of Streaming Data},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {559--567},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/bca82e41ee7b0833588399b1fcd177c7-Abstract.html},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RosmanVFFR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmiv/FeldmanFS13,
author = {Dan Feldman and
Micha Feigin and
Nir A. Sochen},
title = {Learning Big (Image) Data via Coresets for Dictionaries},
journal = {J. Math. Imaging Vis.},
volume = {46},
number = {3},
pages = {276--291},
year = {2013},
url = {https://doi.org/10.1007/s10851-013-0431-x},
doi = {10.1007/S10851-013-0431-X},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmiv/FeldmanFS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/FeldmanGKJR13,
author = {Dan Feldman and
Stephanie Gil and
Ross A. Knepper and
Brian J. Julian and
Daniela Rus},
title = {K-robots clustering of moving sensors using coresets},
booktitle = {2013 {IEEE} International Conference on Robotics and Automation, Karlsruhe,
Germany, May 6-10, 2013},
pages = {881--888},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICRA.2013.6630677},
doi = {10.1109/ICRA.2013.6630677},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/FeldmanGKJR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/FeldmanSSR13,
author = {Dan Feldman and
Andrew Sugaya and
Cynthia R. Sung and
Daniela Rus},
editor = {Chiara Petrioli and
Landon P. Cox and
Kamin Whitehouse},
title = {iDiary: from {GPS} signals to a text-searchable diary},
booktitle = {The 11th {ACM} Conference on Embedded Network Sensor Systems, SenSys
'13, Roma, Italy, November 11-15, 2013},
pages = {6:1--6:12},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2517351.2517366},
doi = {10.1145/2517351.2517366},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sensys/FeldmanSSR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/FeldmanSS13,
author = {Dan Feldman and
Melanie Schmidt and
Christian Sohler},
editor = {Sanjeev Khanna},
title = {Turning big data into tiny data: Constant-size coresets for \emph{k}-means,
{PCA} and projective clustering},
booktitle = {Proceedings of the Twenty-Fourth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2013, New Orleans, Louisiana, USA, January 6-8,
2013},
pages = {1434--1453},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611973105.103},
doi = {10.1137/1.9781611973105.103},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/soda/FeldmanSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/FeldmanSR12,
author = {Dan Feldman and
Cynthia R. Sung and
Daniela Rus},
editor = {Isabel F. Cruz and
Craig A. Knoblock and
Peer Kr{\"{o}}ger and
Egemen Tanin and
Peter Widmayer},
title = {The single pixel {GPS:} learning big data signals from tiny coresets},
booktitle = {{SIGSPATIAL} 2012 International Conference on Advances in Geographic
Information Systems (formerly known as GIS), SIGSPATIAL'12, Redondo
Beach, CA, USA, November 7-9, 2012},
pages = {23--32},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2424321.2424325},
doi = {10.1145/2424321.2424325},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/FeldmanSR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/FeldmanSR12,
author = {Dan Feldman and
Andrew Sugaya and
Daniela Rus},
editor = {Feng Zhao and
Andreas Terzis and
Kamin Whitehouse},
title = {An effective coreset compression algorithm for large scale sensor
networks},
booktitle = {The 11th International Conference on Information Processing in Sensor
Networks (co-located with {CPS} Week 2012), {IPSN} 2012, Beijing,
China, April 16-19, 2012},
pages = {257--268},
publisher = {{IEEE} Computer Society / {ACM}},
year = {2012},
url = {https://doi.org/10.1145/2185677.2185739},
doi = {10.1145/2185677.2185739},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/FeldmanSR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/SungFR12,
author = {Cynthia R. Sung and
Dan Feldman and
Daniela Rus},
title = {Trajectory clustering for motion prediction},
booktitle = {2012 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2012, Vilamoura, Algarve, Portugal, October 7-12,
2012},
pages = {1547--1552},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IROS.2012.6386017},
doi = {10.1109/IROS.2012.6386017},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/SungFR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/GilFR12,
author = {Stephanie Gil and
Dan Feldman and
Daniela Rus},
title = {Communication coverage for independently moving robots},
booktitle = {2012 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2012, Vilamoura, Algarve, Portugal, October 7-12,
2012},
pages = {4865--4872},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IROS.2012.6386226},
doi = {10.1109/IROS.2012.6386226},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/GilFR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/FeldmanS12,
author = {Dan Feldman and
Leonard J. Schulman},
editor = {Yuval Rabani},
title = {Data reduction for weighted and outlier-resistant clustering},
booktitle = {Proceedings of the Twenty-Third Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2012, Kyoto, Japan, January 17-19, 2012},
pages = {1343--1354},
publisher = {{SIAM}},
year = {2012},
url = {https://doi.org/10.1137/1.9781611973099.106},
doi = {10.1137/1.9781611973099.106},
timestamp = {Tue, 02 Feb 2021 17:07:31 +0100},
biburl = {https://dblp.org/rec/conf/soda/FeldmanS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FeldmanFK11,
author = {Dan Feldman and
Matthew Faulkner and
Andreas Krause},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Scalable Training of Mixture Models via Coresets},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2142--2150},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/2b6d65b9a9445c4271ab9076ead5605a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FeldmanFK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/FeiginFS11,
author = {Micha Feigin and
Dan Feldman and
Nir A. Sochen},
editor = {Alfred M. Bruckstein and
Bart M. ter Haar Romeny and
Alexander M. Bronstein and
Michael M. Bronstein},
title = {From High Definition Image to Low Space Optimization},
booktitle = {Scale Space and Variational Methods in Computer Vision - Third International
Conference, {SSVM} 2011, Ein-Gedi, Israel, May 29 - June 2, 2011,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {6667},
pages = {459--470},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24785-9\_39},
doi = {10.1007/978-3-642-24785-9\_39},
timestamp = {Mon, 26 Jun 2023 20:44:34 +0200},
biburl = {https://dblp.org/rec/conf/scalespace/FeiginFS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/FeldmanL11,
author = {Dan Feldman and
Michael Langberg},
editor = {Lance Fortnow and
Salil P. Vadhan},
title = {A unified framework for approximating and clustering data},
booktitle = {Proceedings of the 43rd {ACM} Symposium on Theory of Computing, {STOC}
2011, San Jose, CA, USA, 6-8 June 2011},
pages = {569--578},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1993636.1993712},
doi = {10.1145/1993636.1993712},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/FeldmanL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-1379,
author = {Dan Feldman and
Michael Langberg},
title = {A Unified Framework for Approximating and Clustering Data},
journal = {CoRR},
volume = {abs/1106.1379},
year = {2011},
url = {http://arxiv.org/abs/1106.1379},
eprinttype = {arXiv},
eprint = {1106.1379},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-1379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/il/Feldman10,
author = {Dan Feldman},
title = {Coresets and their applications},
school = {Tel Aviv University, Israel},
year = {2010},
url = {https://tau.primo.exlibrisgroup.com/permalink/972TAU\_INST/bai57q/alma990022695020204146},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/il/Feldman10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/FeldmanMSW10,
author = {Dan Feldman and
Morteza Monemizadeh and
Christian Sohler and
David P. Woodruff},
editor = {Moses Charikar},
title = {Coresets and Sketches for High Dimensional Subspace Approximation
Problems},
booktitle = {Proceedings of the Twenty-First Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2010, Austin, Texas, USA, January 17-19, 2010},
pages = {630--649},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611973075.53},
doi = {10.1137/1.9781611973075.53},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/soda/FeldmanMSW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stoc/FeldmanFKN09,
author = {Dan Feldman and
Amos Fiat and
Haim Kaplan and
Kobbi Nissim},
editor = {Michael Mitzenmacher},
title = {Private coresets},
booktitle = {Proceedings of the 41st Annual {ACM} Symposium on Theory of Computing,
{STOC} 2009, Bethesda, MD, USA, May 31 - June 2, 2009},
pages = {361--370},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1536414.1536465},
doi = {10.1145/1536414.1536465},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/stoc/FeldmanFKN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compgeom/FeldmanMS07,
author = {Dan Feldman and
Morteza Monemizadeh and
Christian Sohler},
editor = {Jeff Erickson},
title = {A {PTAS} for k-means clustering based on weak coresets},
booktitle = {Proceedings of the 23rd {ACM} Symposium on Computational Geometry,
Gyeongju, South Korea, June 6-8, 2007},
pages = {11--18},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1247069.1247072},
doi = {10.1145/1247069.1247072},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compgeom/FeldmanMS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compgeom/FeldmanFSS07,
author = {Dan Feldman and
Amos Fiat and
Micha Sharir and
Danny Segev},
editor = {Jeff Erickson},
title = {Bi-criteria linear-time approximations for generalized k-mean/median/center},
booktitle = {Proceedings of the 23rd {ACM} Symposium on Computational Geometry,
Gyeongju, South Korea, June 6-8, 2007},
pages = {19--26},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1247069.1247073},
doi = {10.1145/1247069.1247073},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compgeom/FeldmanFSS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/FeldmanFS06,
author = {Dan Feldman and
Amos Fiat and
Micha Sharir},
title = {Coresets forWeighted Facilities and Their Applications},
booktitle = {47th Annual {IEEE} Symposium on Foundations of Computer Science {(FOCS}
2006), 21-24 October 2006, Berkeley, California, USA, Proceedings},
pages = {315--324},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/FOCS.2006.22},
doi = {10.1109/FOCS.2006.22},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/FeldmanFS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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