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ORCIDBibTeX records: Edo Liberty
@article{DBLP:journals/tois/BruchNIL24,
author = {Sebastian Bruch and
Franco Maria Nardini and
Amir Ingber and
Edo Liberty},
title = {An Approximate Algorithm for Maximum Inner Product Search over Streaming
Sparse Vectors},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {2},
pages = {42:1--42:43},
year = {2024},
url = {https://doi.org/10.1145/3609797},
doi = {10.1145/3609797},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/BruchNIL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/CormodeKLTV23,
author = {Graham Cormode and
Zohar S. Karnin and
Edo Liberty and
Justin Thaler and
Pavel Vesel{\'{y}}},
title = {Relative Error Streaming Quantiles},
journal = {J. {ACM}},
volume = {70},
number = {5},
pages = {30:1--30:48},
year = {2023},
url = {https://doi.org/10.1145/3617891},
doi = {10.1145/3617891},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jacm/CormodeKLTV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-10622,
author = {Sebastian Bruch and
Franco Maria Nardini and
Amir Ingber and
Edo Liberty},
title = {An Approximate Algorithm for Maximum Inner Product Search over Streaming
Sparse Vectors},
journal = {CoRR},
volume = {abs/2301.10622},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.10622},
doi = {10.48550/ARXIV.2301.10622},
eprinttype = {arXiv},
eprint = {2301.10622},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-10622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-09013,
author = {Sebastian Bruch and
Franco Maria Nardini and
Amir Ingber and
Edo Liberty},
title = {Bridging Dense and Sparse Maximum Inner Product Search},
journal = {CoRR},
volume = {abs/2309.09013},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.09013},
doi = {10.48550/ARXIV.2309.09013},
eprinttype = {arXiv},
eprint = {2309.09013},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-09013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/IvkinLLKB22,
author = {Nikita Ivkin and
Edo Liberty and
Kevin J. Lang and
Zohar S. Karnin and
Vladimir Braverman},
title = {Streaming Quantiles Algorithms with Small Space and Update Time},
journal = {Sensors},
volume = {22},
number = {24},
pages = {9612},
year = {2022},
url = {https://doi.org/10.3390/s22249612},
doi = {10.3390/S22249612},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/IvkinLLKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/CormodeKLTV22,
author = {Graham Cormode and
Zohar S. Karnin and
Edo Liberty and
Justin Thaler and
Pavel Vesel{\'{y}}},
title = {Relative Error Streaming Quantiles},
journal = {{SIGMOD} Rec.},
volume = {51},
number = {1},
pages = {69--76},
year = {2022},
url = {https://doi.org/10.1145/3542700.3542717},
doi = {10.1145/3542700.3542717},
timestamp = {Fri, 20 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/CormodeKLTV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01780,
author = {Edo Liberty},
title = {Even Simpler Deterministic Matrix Sketching},
journal = {CoRR},
volume = {abs/2202.01780},
year = {2022},
url = {https://arxiv.org/abs/2202.01780},
eprinttype = {arXiv},
eprint = {2202.01780},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/CormodeKLTV21,
author = {Graham Cormode and
Zohar S. Karnin and
Edo Liberty and
Justin Thaler and
Pavel Vesel{\'{y}}},
editor = {Leonid Libkin and
Reinhard Pichler and
Paolo Guagliardo},
title = {Relative Error Streaming Quantiles},
booktitle = {PODS'21: Proceedings of the 40th {ACM} {SIGMOD-SIGACT-SIGAI} Symposium
on Principles of Database Systems, Virtual Event, China, June 20-25,
2021},
pages = {96--108},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3452021.3458323},
doi = {10.1145/3452021.3458323},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/CormodeKLTV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02179,
author = {Aditya Krishnan and
Edo Liberty},
title = {Projective Clustering Product Quantization},
journal = {CoRR},
volume = {abs/2112.02179},
year = {2021},
url = {https://arxiv.org/abs/2112.02179},
eprinttype = {arXiv},
eprint = {2112.02179},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KoukiFVCLJ20,
author = {Pigi Kouki and
Ilias Fountalis and
Nikolaos Vasiloglou and
Xiquan Cui and
Edo Liberty and
Khalifeh Al Jadda},
editor = {Rodrygo L. T. Santos and
Leandro Balby Marinho and
Elizabeth M. Daly and
Li Chen and
Kim Falk and
Noam Koenigstein and
Edleno Silva de Moura},
title = {From the lab to production: {A} case study of session-based recommendations
in the home-improvement domain},
booktitle = {RecSys 2020: Fourteenth {ACM} Conference on Recommender Systems, Virtual
Event, Brazil, September 22-26, 2020},
pages = {140--149},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3383313.3412235},
doi = {10.1145/3383313.3412235},
timestamp = {Thu, 24 Sep 2020 10:19:44 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KoukiFVCLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/LibertyKXRCNDSA20,
author = {Edo Liberty and
Zohar S. Karnin and
Bing Xiang and
Laurence Rouesnel and
Baris Coskun and
Ramesh Nallapati and
Julio Delgado and
Amir Sadoughi and
Yury Astashonok and
Piali Das and
Can Balioglu and
Saswata Chakravarty and
Madhav Jha and
Philip Gautier and
David Arpin and
Tim Januschowski and
Valentin Flunkert and
Yuyang Wang and
Jan Gasthaus and
Lorenzo Stella and
Syama Sundar Rangapuram and
David Salinas and
Sebastian Schelter and
Alex Smola},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {Elastic Machine Learning Algorithms in Amazon SageMaker},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {731--737},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3386126},
doi = {10.1145/3318464.3386126},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/LibertyKXRCNDSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01668,
author = {Graham Cormode and
Zohar S. Karnin and
Edo Liberty and
Justin Thaler and
Pavel Vesel{\'{y}}},
title = {Relative Error Streaming Quantiles},
journal = {CoRR},
volume = {abs/2004.01668},
year = {2020},
url = {https://arxiv.org/abs/2004.01668},
eprinttype = {arXiv},
eprint = {2004.01668},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KarninL19,
author = {Zohar S. Karnin and
Edo Liberty},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Discrepancy, Coresets, and Sketches in Machine Learning},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {1975--1993},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/karnin19a.html},
timestamp = {Mon, 08 Jul 2019 16:13:41 +0200},
biburl = {https://dblp.org/rec/conf/colt/KarninL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BaiWL19,
author = {Yu Bai and
Yu{-}Xiang Wang and
Edo Liberty},
title = {ProxQuant: Quantized Neural Networks via Proximal Operators},
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=HyzMyhCcK7},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BaiWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04845,
author = {Zohar S. Karnin and
Edo Liberty},
title = {Discrepancy, Coresets, and Sketches in Machine Learning},
journal = {CoRR},
volume = {abs/1906.04845},
year = {2019},
url = {http://arxiv.org/abs/1906.04845},
eprinttype = {arXiv},
eprint = {1906.04845},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-09489,
author = {Nick Ryder and
Zohar S. Karnin and
Edo Liberty},
title = {Asymmetric Random Projections},
journal = {CoRR},
volume = {abs/1906.09489},
year = {2019},
url = {http://arxiv.org/abs/1906.09489},
eprinttype = {arXiv},
eprint = {1906.09489},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-09489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00236,
author = {Nikita Ivkin and
Edo Liberty and
Kevin J. Lang and
Zohar S. Karnin and
Vladimir Braverman},
title = {Streaming Quantiles Algorithms with Small Space and Update Time},
journal = {CoRR},
volume = {abs/1907.00236},
year = {2019},
url = {http://arxiv.org/abs/1907.00236},
eprinttype = {arXiv},
eprint = {1907.00236},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00861,
author = {Yu Bai and
Yu{-}Xiang Wang and
Edo Liberty},
title = {ProxQuant: Quantized Neural Networks via Proximal Operators},
journal = {CoRR},
volume = {abs/1810.00861},
year = {2018},
url = {http://arxiv.org/abs/1810.00861},
eprinttype = {arXiv},
eprint = {1810.00861},
timestamp = {Sat, 15 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00861.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/approx/LibertyS17,
author = {Edo Liberty and
Maxim Sviridenko},
editor = {Klaus Jansen and
Jos{\'{e}} D. P. Rolim and
David Williamson and
Santosh S. Vempala},
title = {Greedy Minimization of Weakly Supermodular Set Functions},
booktitle = {Approximation, Randomization, and Combinatorial Optimization. Algorithms
and Techniques, {APPROX/RANDOM} 2017, August 16-18, 2017, Berkeley,
CA, {USA}},
series = {LIPIcs},
volume = {81},
pages = {19:1--19:11},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2017},
url = {https://doi.org/10.4230/LIPIcs.APPROX-RANDOM.2017.19},
doi = {10.4230/LIPICS.APPROX-RANDOM.2017.19},
timestamp = {Tue, 21 Sep 2021 09:36:24 +0200},
biburl = {https://dblp.org/rec/conf/approx/LibertyS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/imc/AndersonBLLRT17,
author = {Daniel Anderson and
Pryce Bevan and
Kevin J. Lang and
Edo Liberty and
Lee Rhodes and
Justin Thaler},
editor = {Steve Uhlig and
Olaf Maennel},
title = {A high-performance algorithm for identifying frequent items in data
streams},
booktitle = {Proceedings of the 2017 Internet Measurement Conference, {IMC} 2017,
London, United Kingdom, November 1-3, 2017},
pages = {268--282},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3131365.3131407},
doi = {10.1145/3131365.3131407},
timestamp = {Fri, 25 Oct 2019 09:51:18 +0200},
biburl = {https://dblp.org/rec/conf/imc/AndersonBLLRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AndersonBLLRT17,
author = {Daniel Anderson and
Pryce Bevan and
Kevin J. Lang and
Edo Liberty and
Lee Rhodes and
Justin Thaler},
title = {A High-Performance Algorithm for Identifying Frequent Items in Data
Streams},
journal = {CoRR},
volume = {abs/1705.07001},
year = {2017},
url = {http://arxiv.org/abs/1705.07001},
eprinttype = {arXiv},
eprint = {1705.07001},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AndersonBLLRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/GhashamiLPW16,
author = {Mina Ghashami and
Edo Liberty and
Jeff M. Phillips and
David P. Woodruff},
title = {Frequent Directions: Simple and Deterministic Matrix Sketching},
journal = {{SIAM} J. Comput.},
volume = {45},
number = {5},
pages = {1762--1792},
year = {2016},
url = {https://doi.org/10.1137/15M1009718},
doi = {10.1137/15M1009718},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/GhashamiLPW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alenex/LibertySS16,
author = {Edo Liberty and
Ram Sriharsha and
Maxim Sviridenko},
editor = {Michael T. Goodrich and
Michael Mitzenmacher},
title = {An Algorithm for Online K-Means Clustering},
booktitle = {Proceedings of the Eighteenth Workshop on Algorithm Engineering and
Experiments, {ALENEX} 2016, Arlington, Virginia, USA, January 10,
2016},
pages = {81--89},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974317.7},
doi = {10.1137/1.9781611974317.7},
timestamp = {Fri, 19 May 2017 01:26:03 +0200},
biburl = {https://dblp.org/rec/conf/alenex/LibertySS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/focs/KarninLL16,
author = {Zohar S. Karnin and
Kevin J. Lang and
Edo Liberty},
editor = {Irit Dinur},
title = {Optimal Quantile Approximation in Streams},
booktitle = {{IEEE} 57th Annual Symposium on Foundations of Computer Science, {FOCS}
2016, 9-11 October 2016, Hyatt Regency, New Brunswick, New Jersey,
{USA}},
pages = {71--78},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/FOCS.2016.17},
doi = {10.1109/FOCS.2016.17},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/focs/KarninLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LibertyLS16,
author = {Edo Liberty and
Kevin J. Lang and
Konstantin Shmakov},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Stratified Sampling Meets Machine Learning},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2320--2329},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/liberty16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/LibertyLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GhashamiLP16,
author = {Mina Ghashami and
Edo Liberty and
Jeff M. Phillips},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Efficient Frequent Directions Algorithm for Sparse Matrices},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {845--854},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939800},
doi = {10.1145/2939672.2939800},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GhashamiLP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/LibertyMTU16,
author = {Edo Liberty and
Michael Mitzenmacher and
Justin Thaler and
Jonathan R. Ullman},
editor = {Tova Milo and
Wang{-}Chiew Tan},
title = {Space Lower Bounds for Itemset Frequency Sketches},
booktitle = {Proceedings of the 35th {ACM} {SIGMOD-SIGACT-SIGAI} Symposium on Principles
of Database Systems, {PODS} 2016, San Francisco, CA, USA, June 26
- July 01, 2016},
pages = {441--454},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2902251.2902278},
doi = {10.1145/2902251.2902278},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/LibertyMTU16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhashamiLP16,
author = {Mina Ghashami and
Edo Liberty and
Jeff M. Phillips},
title = {Efficient Frequent Directions Algorithm for Sparse Matrices},
journal = {CoRR},
volume = {abs/1602.00412},
year = {2016},
url = {http://arxiv.org/abs/1602.00412},
eprinttype = {arXiv},
eprint = {1602.00412},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GhashamiLP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KarninLL16,
author = {Zohar S. Karnin and
Kevin J. Lang and
Edo Liberty},
title = {Almost Optimal Streaming Quantiles Algorithms},
journal = {CoRR},
volume = {abs/1603.05346},
year = {2016},
url = {http://arxiv.org/abs/1603.05346},
eprinttype = {arXiv},
eprint = {1603.05346},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KarninLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Liberty16,
author = {Edo Liberty},
title = {A Short Proof for Gap Independence of Simultaneous Iteration},
journal = {CoRR},
volume = {abs/1605.05610},
year = {2016},
url = {http://arxiv.org/abs/1605.05610},
eprinttype = {arXiv},
eprint = {1605.05610},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Liberty16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KarninL15,
author = {Zohar Shay Karnin and
Edo Liberty},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Online with Spectral Bounds},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {1129--1140},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Karnin15.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/KarninL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/BoutsidisGKL15,
author = {Christos Boutsidis and
Dan Garber and
Zohar Shay Karnin and
Edo Liberty},
editor = {Piotr Indyk},
title = {Online Principal Components Analysis},
booktitle = {Proceedings of the Twenty-Sixth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2015, San Diego, CA, USA, January 4-6, 2015},
pages = {887--901},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611973730.61},
doi = {10.1137/1.9781611973730.61},
timestamp = {Tue, 02 Feb 2021 17:07:30 +0100},
biburl = {https://dblp.org/rec/conf/soda/BoutsidisGKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhashamiLPW15,
author = {Mina Ghashami and
Edo Liberty and
Jeff M. Phillips and
David P. Woodruff},
title = {Frequent Directions : Simple and Deterministic Matrix Sketching},
journal = {CoRR},
volume = {abs/1501.01711},
year = {2015},
url = {http://arxiv.org/abs/1501.01711},
eprinttype = {arXiv},
eprint = {1501.01711},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GhashamiLPW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoutsidisLS15,
author = {Christos Boutsidis and
Edo Liberty and
Maxim Sviridenko},
title = {Greedy Minimization of Weakly Supermodular Set Functions},
journal = {CoRR},
volume = {abs/1502.06528},
year = {2015},
url = {http://arxiv.org/abs/1502.06528},
eprinttype = {arXiv},
eprint = {1502.06528},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoutsidisLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/im/0001LSC14,
author = {Liran Katzir and
Edo Liberty and
Oren Somekh and
Ioana A. Cosma},
title = {Estimating Sizes of Social Networks via Biased Sampling},
journal = {Internet Math.},
volume = {10},
number = {3-4},
pages = {335--359},
year = {2014},
url = {https://doi.org/10.1080/15427951.2013.862883},
doi = {10.1080/15427951.2013.862883},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/im/0001LSC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BonchiGL14,
author = {Francesco Bonchi and
David Garc{\'{\i}}a{-}Soriano and
Edo Liberty},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Correlation clustering: from theory to practice},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1972},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2630808},
doi = {10.1145/2623330.2630808},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BonchiGL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LibertyMT14,
author = {Edo Liberty and
Michael Mitzenmacher and
Justin Thaler},
title = {Space Lower Bounds for Itemset Frequency Sketches},
journal = {CoRR},
volume = {abs/1407.3740},
year = {2014},
url = {http://arxiv.org/abs/1407.3740},
eprinttype = {arXiv},
eprint = {1407.3740},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LibertyMT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LibertySS14,
author = {Edo Liberty and
Ram Sriharsha and
Maxim Sviridenko},
title = {An Algorithm for Online K-Means Clustering},
journal = {CoRR},
volume = {abs/1412.5721},
year = {2014},
url = {http://arxiv.org/abs/1412.5721},
eprinttype = {arXiv},
eprint = {1412.5721},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LibertySS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/talg/AilonL13,
author = {Nir Ailon and
Edo Liberty},
title = {An Almost Optimal Unrestricted Fast Johnson-Lindenstrauss Transform},
journal = {{ACM} Trans. Algorithms},
volume = {9},
number = {3},
pages = {21:1--21:12},
year = {2013},
url = {https://doi.org/10.1145/2483699.2483701},
doi = {10.1145/2483699.2483701},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/talg/AilonL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Liberty13,
author = {Edo Liberty},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Simple and deterministic matrix sketching},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {581--588},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487623},
doi = {10.1145/2487575.2487623},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Liberty13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AchlioptasKL13,
author = {Dimitris Achlioptas and
Zohar Shay Karnin and
Edo Liberty},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Near-Optimal Entrywise Sampling for Data Matrices},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1565--1573},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/6e0721b2c6977135b916ef286bcb49ec-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AchlioptasKL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/AilonKLM13,
author = {Nir Ailon and
Zohar Shay Karnin and
Edo Liberty and
Yoelle Maarek},
editor = {Stefano Leonardi and
Alessandro Panconesi and
Paolo Ferragina and
Aristides Gionis},
title = {Threading machine generated email},
booktitle = {Sixth {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2013, Rome, Italy, February 4-8, 2013},
pages = {405--414},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2433396.2433447},
doi = {10.1145/2433396.2433447},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/AilonKLM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AchlioptasKL13,
author = {Dimitris Achlioptas and
Zohar Shay Karnin and
Edo Liberty},
title = {Near-Optimal Entrywise Sampling for Data Matrices},
journal = {CoRR},
volume = {abs/1311.4643},
year = {2013},
url = {http://arxiv.org/abs/1311.4643},
eprinttype = {arXiv},
eprint = {1311.4643},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AchlioptasKL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamcomp/AilonALZ12,
author = {Nir Ailon and
Noa Avigdor{-}Elgrabli and
Edo Liberty and
Anke van Zuylen},
title = {Improved Approximation Algorithms for Bipartite Correlation Clustering},
journal = {{SIAM} J. Comput.},
volume = {41},
number = {5},
pages = {1110--1121},
year = {2012},
url = {https://doi.org/10.1137/110848712},
doi = {10.1137/110848712},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamcomp/AilonALZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KarninLLSW12,
author = {Zohar Shay Karnin and
Edo Liberty and
Shachar Lovett and
Roy Schwartz and
Omri Weinstein},
editor = {Shie Mannor and
Nathan Srebro and
Robert C. Williamson},
title = {Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem},
booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June
25-27, 2012, Edinburgh, Scotland},
series = {{JMLR} Proceedings},
volume = {23},
pages = {2.1--2.17},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v23/karnin12/karnin12.pdf},
timestamp = {Wed, 23 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KarninLLSW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KatzirLS12,
author = {Liran Katzir and
Edo Liberty and
Oren Somekh},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Framework and algorithms for network bucket testing},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,
Lyon, France, April 16-20, 2012},
pages = {1029--1036},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187836.2187974},
doi = {10.1145/2187836.2187974},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/KatzirLS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-0594,
author = {Edo Liberty},
title = {Simple and Deterministic Matrix Sketching},
journal = {CoRR},
volume = {abs/1206.0594},
year = {2012},
url = {http://arxiv.org/abs/1206.0594},
eprinttype = {arXiv},
eprint = {1206.0594},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-0594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dcg/LibertyAS11,
author = {Edo Liberty and
Nir Ailon and
Amit Singer},
title = {Dense Fast Random Projections and~Lean~Walsh~Transforms},
journal = {Discret. Comput. Geom.},
volume = {45},
number = {1},
pages = {34--44},
year = {2011},
url = {https://doi.org/10.1007/s00454-010-9309-5},
doi = {10.1007/S00454-010-9309-5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dcg/LibertyAS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esa/AilonALZ11,
author = {Nir Ailon and
Noa Avigdor{-}Elgrabli and
Edo Liberty and
Anke van Zuylen},
editor = {Camil Demetrescu and
Magn{\'{u}}s M. Halld{\'{o}}rsson},
title = {Improved Approximation Algorithms for Bipartite Correlation Clustering},
booktitle = {Algorithms - {ESA} 2011 - 19th Annual European Symposium, Saarbr{\"{u}}cken,
Germany, September 5-9, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6942},
pages = {25--36},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23719-5\_3},
doi = {10.1007/978-3-642-23719-5\_3},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/esa/AilonALZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KorenLMS11,
author = {Yehuda Koren and
Edo Liberty and
Yoelle Maarek and
Roman Sandler},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Automatically tagging email by leveraging other users' folders},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {913--921},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020560},
doi = {10.1145/2020408.2020560},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/KorenLMS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/AilonL11,
author = {Nir Ailon and
Edo Liberty},
editor = {Dana Randall},
title = {An Almost Optimal Unrestricted Fast Johnson-Lindenstrauss Transform},
booktitle = {Proceedings of the Twenty-Second Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2011, San Francisco, California, USA, January 23-25,
2011},
pages = {185--191},
publisher = {{SIAM}},
year = {2011},
url = {https://doi.org/10.1137/1.9781611973082.17},
doi = {10.1137/1.9781611973082.17},
timestamp = {Tue, 02 Feb 2021 17:07:23 +0100},
biburl = {https://dblp.org/rec/conf/soda/AilonL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LaveeLLS11,
author = {Gal Lavee and
Ronny Lempel and
Edo Liberty and
Oren Somekh},
editor = {Sadagopan Srinivasan and
Krithi Ramamritham and
Arun Kumar and
M. P. Ravindra and
Elisa Bertino and
Ravi Kumar},
title = {Inverted index compression via online document routing},
booktitle = {Proceedings of the 20th International Conference on World Wide Web,
{WWW} 2011, Hyderabad, India, March 28 - April 1, 2011},
pages = {487--496},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1963405.1963475},
doi = {10.1145/1963405.1963475},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LaveeLLS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KatzirLS11,
author = {Liran Katzir and
Edo Liberty and
Oren Somekh},
editor = {Sadagopan Srinivasan and
Krithi Ramamritham and
Arun Kumar and
M. P. Ravindra and
Elisa Bertino and
Ravi Kumar},
title = {Estimating sizes of social networks via biased sampling},
booktitle = {Proceedings of the 20th International Conference on World Wide Web,
{WWW} 2011, Hyderabad, India, March 28 - April 1, 2011},
pages = {597--606},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1963405.1963489},
doi = {10.1145/1963405.1963489},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/KatzirLS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-1358,
author = {Edo Liberty and
Shachar Lovett and
Omri Weinstein},
title = {On the Furthest Hyperplane Problem and Maximal Margin Clustering},
journal = {CoRR},
volume = {abs/1107.1358},
year = {2011},
url = {http://arxiv.org/abs/1107.1358},
eprinttype = {arXiv},
eprint = {1107.1358},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-1358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isi/LeSLZ10,
author = {Minh Tam Le and
John Sweeney and
Edo Liberty and
Steven W. Zucker},
editor = {Christopher C. Yang and
Daniel Zeng and
Ke Wang and
Antonio Sanfilippo and
Herbert H. Tsang and
Min{-}Yuh Day and
Uwe Gl{\"{a}}sser and
Patricia L. Brantingham and
Hsinchun Chen},
title = {Similarity kernels via bi-clustering for conventional intergovernmental
organizations},
booktitle = {{IEEE} International Conference on Intelligence and Security Informatics,
{ISI} 2010, Vancouver, BC, Canada, May 23-26, 2010, Proceedings},
pages = {218--220},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISI.2010.5484732},
doi = {10.1109/ISI.2010.5484732},
timestamp = {Mon, 15 May 2023 16:24:40 +0200},
biburl = {https://dblp.org/rec/conf/isi/LeSLZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1005-5513,
author = {Nir Ailon and
Edo Liberty},
title = {Almost Optimal Unrestricted Fast Johnson-Lindenstrauss Transform},
journal = {CoRR},
volume = {abs/1005.5513},
year = {2010},
url = {http://arxiv.org/abs/1005.5513},
eprinttype = {arXiv},
eprint = {1005.5513},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1005-5513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1012-3011,
author = {Nir Ailon and
Noa Avigdor{-}Elgrabli and
Edo Liberty},
title = {An Improved Algorithm for Bipartite Correlation Clustering},
journal = {CoRR},
volume = {abs/1012.3011},
year = {2010},
url = {http://arxiv.org/abs/1012.3011},
eprinttype = {arXiv},
eprint = {1012.3011},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1012-3011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dcg/AilonL09,
author = {Nir Ailon and
Edo Liberty},
title = {Fast Dimension Reduction Using Rademacher Series on Dual {BCH} Codes},
journal = {Discret. Comput. Geom.},
volume = {42},
number = {4},
pages = {615--630},
year = {2009},
url = {https://doi.org/10.1007/s00454-008-9110-x},
doi = {10.1007/S00454-008-9110-X},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dcg/AilonL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipl/LibertyZ09,
author = {Edo Liberty and
Steven W. Zucker},
title = {The Mailman algorithm: {A} note on matrix-vector multiplication},
journal = {Inf. Process. Lett.},
volume = {109},
number = {3},
pages = {179--182},
year = {2009},
url = {https://doi.org/10.1016/j.ipl.2008.09.028},
doi = {10.1016/J.IPL.2008.09.028},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipl/LibertyZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icalp/AilonL09,
author = {Nir Ailon and
Edo Liberty},
editor = {Susanne Albers and
Alberto Marchetti{-}Spaccamela and
Yossi Matias and
Sotiris E. Nikoletseas and
Wolfgang Thomas},
title = {Correlation Clustering Revisited: The "True" Cost of Error
Minimization Problems},
booktitle = {Automata, Languages and Programming, 36th International Colloquium,
{ICALP} 2009, Rhodes, Greece, July 5-12, 2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5555},
pages = {24--36},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02927-1\_4},
doi = {10.1007/978-3-642-02927-1\_4},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/icalp/AilonL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/approx/LibertyAS08,
author = {Edo Liberty and
Nir Ailon and
Amit Singer},
editor = {Ashish Goel and
Klaus Jansen and
Jos{\'{e}} D. P. Rolim and
Ronitt Rubinfeld},
title = {Dense Fast Random Projections and Lean Walsh Transforms},
booktitle = {Approximation, Randomization and Combinatorial Optimization. Algorithms
and Techniques, 11th International Workshop, {APPROX} 2008, and 12th
International Workshop, {RANDOM} 2008, Boston, MA, USA, August 25-27,
2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5171},
pages = {512--522},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85363-3\_40},
doi = {10.1007/978-3-540-85363-3\_40},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/approx/LibertyAS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/AilonL08,
author = {Nir Ailon and
Edo Liberty},
editor = {Shang{-}Hua Teng},
title = {Fast dimension reduction using Rademacher series on dual {BCH} codes},
booktitle = {Proceedings of the Nineteenth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2008, San Francisco, California, USA, January 20-22,
2008},
pages = {1--9},
publisher = {{SIAM}},
year = {2008},
url = {http://dl.acm.org/citation.cfm?id=1347082.1347083},
timestamp = {Fri, 07 Dec 2012 17:02:08 +0100},
biburl = {https://dblp.org/rec/conf/soda/AilonL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eccc/AilonL07,
author = {Nir Ailon and
Edo Liberty},
title = {Fast Dimension Reduction Using Rademacher Series on Dual {BCH} Codes},
journal = {Electron. Colloquium Comput. Complex.},
volume = {{TR07-070}},
year = {2007},
url = {https://eccc.weizmann.ac.il/eccc-reports/2007/TR07-070/index.html},
eprinttype = {ECCC},
eprint = {TR07-070},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eccc/AilonL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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