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ORCIDBibTeX records: Theodoros Rekatsinas
@article{DBLP:journals/pacmmod/MohoneyPCMIMPR23,
author = {Jason Mohoney and
Anil Pacaci and
Shihabur Rahman Chowdhury and
Ali Mousavi and
Ihab F. Ilyas and
Umar Farooq Minhas and
Jeffrey Pound and
Theodoros Rekatsinas},
title = {High-Throughput Vector Similarity Search in Knowledge Graphs},
journal = {Proc. {ACM} Manag. Data},
volume = {1},
number = {2},
pages = {197:1--197:25},
year = {2023},
url = {https://doi.org/10.1145/3589777},
doi = {10.1145/3589777},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmmod/MohoneyPCMIMPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhangCPR23,
author = {Yunjia Zhang and
Yannis Chronis and
Jignesh M. Patel and
Theodoros Rekatsinas},
title = {Simple Adaptive Query Processing vs. Learned Query Optimizers: Observations
and Analysis},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {11},
pages = {2962--2975},
year = {2023},
url = {https://www.vldb.org/pvldb/vol16/p2962-zhang.pdf},
doi = {10.14778/3611479.3611501},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ZhangCPR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/WaleffeMRV23,
author = {Roger Waleffe and
Jason Mohoney and
Theodoros Rekatsinas and
Shivaram Venkataraman},
editor = {Giuseppe Antonio Di Luna and
Leonardo Querzoni and
Alexandra Fedorova and
Dushyanth Narayanan},
title = {MariusGNN: Resource-Efficient Out-of-Core Training of Graph Neural
Networks},
booktitle = {Proceedings of the Eighteenth European Conference on Computer Systems,
EuroSys 2023, Rome, Italy, May 8-12, 2023},
pages = {144--161},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3552326.3567501},
doi = {10.1145/3552326.3567501},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurosys/WaleffeMRV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotcarbon/He0R23,
author = {Hongyu H{\`{e}} and
Michal Friedman and
Theodoros Rekatsinas},
editor = {George Porter and
Tom Anderson and
Andrew A. Chien and
Tamar Eilam and
Colleen Josephson and
Jonggyu Park},
title = {EnergAt: Fine-Grained Energy Attribution for Multi-Tenancy},
booktitle = {Proceedings of the 2nd Workshop on Sustainable Computer Systems, HotCarbon
2023, Boston, MA, USA, 9 July 2023},
pages = {4:1--4:8},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604930.3605716},
doi = {10.1145/3604930.3605716},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hotcarbon/He0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/JiangLZLHSRZRHA23,
author = {Wenqi Jiang and
Shigang Li and
Yu Zhu and
Johannes de Fine Licht and
Zhenhao He and
Runbin Shi and
C{\'{e}}dric Renggli and
Shuai Zhang and
Theodoros Rekatsinas and
Torsten Hoefler and
Gustavo Alonso},
editor = {Dorian Arnold and
Rosa M. Badia and
Kathryn M. Mohror},
title = {Co-design Hardware and Algorithm for Vector Search},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2023, Denver, CO, USA, November
12-17, 2023},
pages = {87:1--87:15},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581784.3607045},
doi = {10.1145/3581784.3607045},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/JiangLZLHSRZRHA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/IlyasL0MMPRS23,
author = {Ihab F. Ilyas and
J. P. Lacerda and
Yunyao Li and
Umar Farooq Minhas and
Ali Mousavi and
Jeffrey Pound and
Theodoros Rekatsinas and
Chiraag Sumanth},
editor = {Sudipto Das and
Ippokratis Pandis and
K. Sel{\c{c}}uk Candan and
Sihem Amer{-}Yahia},
title = {Growing and Serving Large Open-domain Knowledge Graphs},
booktitle = {Companion of the 2023 International Conference on Management of Data,
{SIGMOD/PODS} 2023, Seattle, WA, USA, June 18-23, 2023},
pages = {253--259},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3555041.3589672},
doi = {10.1145/3555041.3589672},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/IlyasL0MMPRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-01926,
author = {Jason Mohoney and
Anil Pacaci and
Shihabur Rahman Chowdhury and
Ali Mousavi and
Ihab F. Ilyas and
Umar Farooq Minhas and
Jeffrey Pound and
Theodoros Rekatsinas},
title = {High-Throughput Vector Similarity Search in Knowledge Graphs},
journal = {CoRR},
volume = {abs/2304.01926},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.01926},
doi = {10.48550/ARXIV.2304.01926},
eprinttype = {arXiv},
eprint = {2304.01926},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-01926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09464,
author = {Ihab F. Ilyas and
J. P. Lacerda and
Yunyao Li and
Umar Farooq Minhas and
Ali Mousavi and
Jeffrey Pound and
Theodoros Rekatsinas and
Chiraag Sumanth},
title = {Growing and Serving Large Open-domain Knowledge Graphs},
journal = {CoRR},
volume = {abs/2305.09464},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09464},
doi = {10.48550/ARXIV.2305.09464},
eprinttype = {arXiv},
eprint = {2305.09464},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18424,
author = {Patrik Okanovic and
Roger Waleffe and
Vasilis Mageirakos and
Konstantinos E. Nikolakakis and
Amin Karbasi and
Dionysios S. Kalogerias and
Nezihe Merve G{\"{u}}rel and
Theodoros Rekatsinas},
title = {Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning},
journal = {CoRR},
volume = {abs/2305.18424},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18424},
doi = {10.48550/ARXIV.2305.18424},
eprinttype = {arXiv},
eprint = {2305.18424},
timestamp = {Fri, 09 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11182,
author = {Wenqi Jiang and
Shigang Li and
Yu Zhu and
Johannes de Fine Licht and
Zhenhao He and
Runbin Shi and
C{\'{e}}dric Renggli and
Shuai Zhang and
Theodoros Rekatsinas and
Torsten Hoefler and
Gustavo Alonso},
title = {Co-design Hardware and Algorithm for Vector Search},
journal = {CoRR},
volume = {abs/2306.11182},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11182},
doi = {10.48550/ARXIV.2306.11182},
eprinttype = {arXiv},
eprint = {2306.11182},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05647,
author = {Hongyu H{\`{e}} and
Michal Friedman and
Theodoros Rekatsinas},
title = {EnergAt: Fine-Grained Energy Attribution for Multi-Tenancy},
journal = {CoRR},
volume = {abs/2307.05647},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05647},
doi = {10.48550/ARXIV.2307.05647},
eprinttype = {arXiv},
eprint = {2307.05647},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05647.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11669,
author = {Ali Mousavi and
Xin Zhan and
He Bai and
Peng Shi and
Theodoros Rekatsinas and
Benjamin Han and
Yunyao Li and
Jeffrey Pound and
Josh M. Susskind and
Natalie Schluter and
Ihab F. Ilyas and
Navdeep Jaitly},
title = {Construction of Paired Knowledge Graph-Text Datasets Informed by Cyclic
Evaluation},
journal = {CoRR},
volume = {abs/2309.11669},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.11669},
doi = {10.48550/ARXIV.2309.11669},
eprinttype = {arXiv},
eprint = {2309.11669},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-11669.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09424,
author = {Kun Qian and
Anton Belyi and
Fei Wu and
Samira Khorshidi and
Azadeh Nikfarjam and
Rahul Khot and
Yisi Sang and
Katherine Luna and
Xianqi Chu and
Eric Choi and
Yash Govind and
Chloe Seivwright and
Yiwen Sun and
Ahmed Fakhry and
Theodoros Rekatsinas and
Ihab F. Ilyas and
Xiaoguang Qi and
Yunyao Li},
title = {Open Domain Knowledge Extraction for Knowledge Graphs},
journal = {CoRR},
volume = {abs/2312.09424},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09424},
doi = {10.48550/ARXIV.2312.09424},
eprinttype = {arXiv},
eprint = {2312.09424},
timestamp = {Wed, 10 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdiq/IlyasR22,
author = {Ihab F. Ilyas and
Theodoros Rekatsinas},
title = {Machine Learning and Data Cleaning: Which Serves the Other?},
journal = {{ACM} J. Data Inf. Qual.},
volume = {14},
number = {3},
pages = {13:1--13:11},
year = {2022},
url = {https://doi.org/10.1145/3506712},
doi = {10.1145/3506712},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdiq/IlyasR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/LiuZR22,
author = {Zifan Liu and
Zhechun Zhou and
Theodoros Rekatsinas},
title = {Picket: guarding against corrupted data in tabular data during learning
and inference},
journal = {{VLDB} J.},
volume = {31},
number = {5},
pages = {927--955},
year = {2022},
url = {https://doi.org/10.1007/s00778-021-00699-w},
doi = {10.1007/S00778-021-00699-W},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/LiuZR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/ZhangCPR22,
author = {Yunjia Zhang and
Yannis Chronis and
Jignesh M. Patel and
Theodoros Rekatsinas},
title = {Can Transfer Learning be used to build a Query Optimizer?},
booktitle = {12th Conference on Innovative Data Systems Research, {CIDR} 2022,
Chaminade, CA, USA, January 9-12, 2022},
publisher = {www.cidrdb.org},
year = {2022},
url = {https://www.cidrdb.org/cidr2022/papers/p54-zhang.pdf},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/ZhangCPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/IlyasRKPQS22,
author = {Ihab F. Ilyas and
Theodoros Rekatsinas and
Vishnu Konda and
Jeffrey Pound and
Xiaoguang Qi and
Mohamed A. Soliman},
editor = {Zachary G. Ives and
Angela Bonifati and
Amr El Abbadi},
title = {Saga: {A} Platform for Continuous Construction and Serving of Knowledge
at Scale},
booktitle = {{SIGMOD} '22: International Conference on Management of Data, Philadelphia,
PA, USA, June 12 - 17, 2022},
pages = {2259--2272},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3514221.3526049},
doi = {10.1145/3514221.3526049},
timestamp = {Thu, 16 Mar 2023 09:51:25 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/IlyasRKPQS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02365,
author = {Roger Waleffe and
Jason Mohoney and
Theodoros Rekatsinas and
Shivaram Venkataraman},
title = {Marius++: Large-Scale Training of Graph Neural Networks on a Single
Machine},
journal = {CoRR},
volume = {abs/2202.02365},
year = {2022},
url = {https://arxiv.org/abs/2202.02365},
eprinttype = {arXiv},
eprint = {2202.02365},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02365.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07309,
author = {Ihab F. Ilyas and
Theodoros Rekatsinas and
Vishnu Konda and
Jeffrey Pound and
Xiaoguang Qi and
Mohamed A. Soliman},
title = {Saga: {A} Platform for Continuous Construction and Serving of Knowledge
At Scale},
journal = {CoRR},
volume = {abs/2204.07309},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07309},
doi = {10.48550/ARXIV.2204.07309},
eprinttype = {arXiv},
eprint = {2204.07309},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07309.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/CarlssonXMWPRV21,
author = {Anders Carlsson and
Anze Xie and
Jason Mohoney and
Roger Waleffe and
Shanan Peters and
Theodoros Rekatsinas and
Shivaram Venkataraman},
title = {Demonstration of Marius: Graph Embeddings with a Single Machine},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {12},
pages = {2759--2762},
year = {2021},
url = {http://www.vldb.org/pvldb/vol14/p2759-mohoney.pdf},
doi = {10.14778/3476311.3476338},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/CarlssonXMWPRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/SuriIRR21,
author = {Sahaana Suri and
Ihab F. Ilyas and
Christopher R{\'{e}} and
Theodoros Rekatsinas},
title = {Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins},
journal = {Proc. {VLDB} Endow.},
volume = {15},
number = {3},
pages = {699--712},
year = {2021},
url = {http://www.vldb.org/pvldb/vol15/p699-suri.pdf},
doi = {10.14778/3494124.3494149},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/SuriIRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuPRT21,
author = {Zifan Liu and
Jongho Park and
Theodoros Rekatsinas and
Christos Tzamos},
editor = {Marina Meila and
Tong Zhang},
title = {On Robust Mean Estimation under Coordinate-level Corruption},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6914--6924},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/liu21r.html},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuPRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/MohoneyWXRV21,
author = {Jason Mohoney and
Roger Waleffe and
Henry Xu and
Theodoros Rekatsinas and
Shivaram Venkataraman},
editor = {Angela Demke Brown and
Jay R. Lorch},
title = {Marius: Learning Massive Graph Embeddings on a Single Machine},
booktitle = {15th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2021, July 14-16, 2021},
pages = {533--549},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/osdi21/presentation/mohoney},
timestamp = {Thu, 12 Aug 2021 18:19:16 +0200},
biburl = {https://dblp.org/rec/conf/osdi/MohoneyWXRV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-08358,
author = {Jason Mohoney and
Roger Waleffe and
Yiheng Xu and
Theodoros Rekatsinas and
Shivaram Venkataraman},
title = {Learning Massive Graph Embeddings on a Single Machine},
journal = {CoRR},
volume = {abs/2101.08358},
year = {2021},
url = {https://arxiv.org/abs/2101.08358},
eprinttype = {arXiv},
eprint = {2101.08358},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-08358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01501,
author = {Sahaana Suri and
Ihab F. Ilyas and
Christopher R{\'{e}} and
Theodoros Rekatsinas},
title = {Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins},
journal = {CoRR},
volume = {abs/2106.01501},
year = {2021},
url = {https://arxiv.org/abs/2106.01501},
eprinttype = {arXiv},
eprint = {2106.01501},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GoswamiBOR20,
author = {Ankur Goswami and
Akshata Bhat and
Hadar Ohana and
Theodoros Rekatsinas},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Unsupervised Relation Extraction from Language Models using Constrained
Cloze Completion},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {1263--1276},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.113},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.113},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/GoswamiBOR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001RJ20,
author = {Amrita Roy Chowdhury and
Theodoros Rekatsinas and
Somesh Jha},
title = {Data-Dependent Differentially Private Parameter Learning for Directed
Graphical Models},
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 = {1939--1951},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chowdhury20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001RJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/WuZIR20,
author = {Richard Wu and
Aoqian Zhang and
Ihab F. Ilyas and
Theodoros Rekatsinas},
editor = {Inderjit S. Dhillon and
Dimitris S. Papailiopoulos and
Vivienne Sze},
title = {Attention-based Learning for Missing Data Imputation in HoloClean},
booktitle = {Proceedings of Machine Learning and Systems 2020, MLSys 2020, Austin,
TX, USA, March 2-4, 2020},
publisher = {mlsys.org},
year = {2020},
url = {https://proceedings.mlsys.org/book/307.pdf},
timestamp = {Thu, 18 Jun 2020 15:47:18 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/WuZIR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhangGR20,
author = {Yunjia Zhang and
Zhihan Guo and
Theodoros Rekatsinas},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {A Statistical Perspective on Discovering Functional Dependencies in
Noisy Data},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {861--876},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389749},
doi = {10.1145/3318464.3389749},
timestamp = {Wed, 04 May 2022 13:02:28 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/ZhangGR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04137,
author = {Zifan Liu and
Jongho Park and
Nils Palumbo and
Theodoros Rekatsinas and
Christos Tzamos},
title = {Robust Mean Estimation under Coordinate-level Corruption},
journal = {CoRR},
volume = {abs/2002.04137},
year = {2020},
url = {https://arxiv.org/abs/2002.04137},
eprinttype = {arXiv},
eprint = {2002.04137},
timestamp = {Mon, 01 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04137.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03810,
author = {Deepan Das and
Haley Massa and
Abhimanyu Kulkarni and
Theodoros Rekatsinas},
title = {An Empirical Analysis of the Impact of Data Augmentation on Knowledge
Distillation},
journal = {CoRR},
volume = {abs/2006.03810},
year = {2020},
url = {https://arxiv.org/abs/2006.03810},
eprinttype = {arXiv},
eprint = {2006.03810},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04730,
author = {Zifan Liu and
Zhechun Zhou and
Theodoros Rekatsinas},
title = {Picket: Self-supervised Data Diagnostics for {ML} Pipelines},
journal = {CoRR},
volume = {abs/2006.04730},
year = {2020},
url = {https://arxiv.org/abs/2006.04730},
eprinttype = {arXiv},
eprint = {2006.04730},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10208,
author = {Alireza Heidari and
George Michalopoulos and
Shrinu Kushagra and
Ihab F. Ilyas and
Theodoros Rekatsinas},
title = {Record fusion: {A} learning approach},
journal = {CoRR},
volume = {abs/2006.10208},
year = {2020},
url = {https://arxiv.org/abs/2006.10208},
eprinttype = {arXiv},
eprint = {2006.10208},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13347,
author = {Roger Waleffe and
Theodoros Rekatsinas},
title = {Principal Component Networks: Parameter Reduction Early in Training},
journal = {CoRR},
volume = {abs/2006.13347},
year = {2020},
url = {https://arxiv.org/abs/2006.13347},
eprinttype = {arXiv},
eprint = {2006.13347},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06804,
author = {Ankur Goswami and
Akshata Bhat and
Hadar Ohana and
Theodoros Rekatsinas},
title = {Unsupervised Relation Extraction from Language Models using Constrained
Cloze Completion},
journal = {CoRR},
volume = {abs/2010.06804},
year = {2020},
url = {https://arxiv.org/abs/2010.06804},
eprinttype = {arXiv},
eprint = {2010.06804},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/RekatsinasRVZP19,
author = {Theodoros Rekatsinas and
Sudeepa Roy and
Manasi Vartak and
Ce Zhang and
Neoklis Polyzotis},
title = {Opportunities for Data Management Research in the Era of Horizontal
{AI/ML}},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {12},
pages = {2323--2324},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p2323-rekatsinas.pdf},
doi = {10.14778/3352063.3352149},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/RekatsinasRVZP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RekatsinasDP19,
author = {Theodoros Rekatsinas and
Amol Deshpande and
Aditya G. Parameswaran},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {{CRUX:} Adaptive Querying for Efficient Crowdsourced Data Extraction},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {841--850},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357976},
doi = {10.1145/3357384.3357976},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/RekatsinasDP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdt/SaIKRR19,
author = {Christopher De Sa and
Ihab F. Ilyas and
Benny Kimelfeld and
Christopher R{\'{e}} and
Theodoros Rekatsinas},
editor = {Pablo Barcel{\'{o}} and
Marco Calautti},
title = {A Formal Framework for Probabilistic Unclean Databases},
booktitle = {22nd International Conference on Database Theory, {ICDT} 2019, March
26-28, 2019, Lisbon, Portugal},
series = {LIPIcs},
volume = {127},
pages = {6:1--6:18},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2019},
url = {https://doi.org/10.4230/LIPIcs.ICDT.2019.6},
doi = {10.4230/LIPICS.ICDT.2019.6},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdt/SaIKRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DongR19,
author = {Xin Luna Dong and
Theodoros Rekatsinas},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Data Integration and Machine Learning: {A} Natural Synergy},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3193--3194},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3332296},
doi = {10.1145/3292500.3332296},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DongR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HeidariMIR19,
author = {Alireza Heidari and
Joshua McGrath and
Ihab F. Ilyas and
Theodoros Rekatsinas},
editor = {Peter A. Boncz and
Stefan Manegold and
Anastasia Ailamaki and
Amol Deshpande and
Tim Kraska},
title = {HoloDetect: Few-Shot Learning for Error Detection},
booktitle = {Proceedings of the 2019 International Conference on Management of
Data, {SIGMOD} Conference 2019, Amsterdam, The Netherlands, June 30
- July 5, 2019},
pages = {829--846},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3299869.3319888},
doi = {10.1145/3299869.3319888},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/HeidariMIR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/HeidariIR19,
author = {Alireza Heidari and
Ihab F. Ilyas and
Theodoros Rekatsinas},
editor = {Amir Globerson and
Ricardo Silva},
title = {Approximate Inference in Structured Instances with Noisy Categorical
Observations},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {412--421},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/heidari20a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/HeidariIR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02285,
author = {Alireza Heidari and
Joshua McGrath and
Ihab F. Ilyas and
Theodoros Rekatsinas},
title = {HoloDetect: Few-Shot Learning for Error Detection},
journal = {CoRR},
volume = {abs/1904.02285},
year = {2019},
url = {http://arxiv.org/abs/1904.02285},
eprinttype = {arXiv},
eprint = {1904.02285},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03257,
author = {Alexander Ratner and
Dan Alistarh and
Gustavo Alonso and
David G. Andersen and
Peter Bailis and
Sarah Bird and
Nicholas Carlini and
Bryan Catanzaro and
Eric S. Chung and
Bill Dally and
Jeff Dean and
Inderjit S. Dhillon and
Alexandros G. Dimakis and
Pradeep Dubey and
Charles Elkan and
Grigori Fursin and
Gregory R. Ganger and
Lise Getoor and
Phillip B. Gibbons and
Garth A. Gibson and
Joseph E. Gonzalez and
Justin Gottschlich and
Song Han and
Kim M. Hazelwood and
Furong Huang and
Martin Jaggi and
Kevin G. Jamieson and
Michael I. Jordan and
Gauri Joshi and
Rania Khalaf and
Jason Knight and
Jakub Kone{\v{c}}n{\'y} and
Tim Kraska and
Arun Kumar and
Anastasios Kyrillidis and
Jing Li and
Samuel Madden and
H. Brendan McMahan and
Erik Meijer and
Ioannis Mitliagkas and
Rajat Monga and
Derek Gordon Murray and
Dimitris S. Papailiopoulos and
Gennady Pekhimenko and
Theodoros Rekatsinas and
Afshin Rostamizadeh and
Christopher R{\'{e}} and
Christopher De Sa and
Hanie Sedghi and
Siddhartha Sen and
Virginia Smith and
Alex Smola and
Dawn Song and
Evan R. Sparks and
Ion Stoica and
Vivienne Sze and
Madeleine Udell and
Joaquin Vanschoren and
Shivaram Venkataraman and
Rashmi Vinayak and
Markus Weimer and
Andrew Gordon Wilson and
Eric P. Xing and
Matei Zaharia and
Ce Zhang and
Ameet Talwalkar},
title = {SysML: The New Frontier of Machine Learning Systems},
journal = {CoRR},
volume = {abs/1904.03257},
year = {2019},
url = {http://arxiv.org/abs/1904.03257},
eprinttype = {arXiv},
eprint = {1904.03257},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-01425,
author = {Zhihan Guo and
Theodoros Rekatsinas},
title = {Learning Functional Dependencies with Sparse Regression},
journal = {CoRR},
volume = {abs/1905.01425},
year = {2019},
url = {http://arxiv.org/abs/1905.01425},
eprinttype = {arXiv},
eprint = {1905.01425},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-01425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12813,
author = {Amrita Roy Chowdhury and
Theodoros Rekatsinas and
Somesh Jha},
title = {Data-Dependent Differentially Private Parameter Learning for Directed
Graphical Models},
journal = {CoRR},
volume = {abs/1905.12813},
year = {2019},
url = {http://arxiv.org/abs/1905.12813},
eprinttype = {arXiv},
eprint = {1905.12813},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12813.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-00141,
author = {Alireza Heidari and
Ihab F. Ilyas and
Theodoros Rekatsinas},
title = {Approximate Inference in Structured Instances with Noisy Categorical
Observations},
journal = {CoRR},
volume = {abs/1907.00141},
year = {2019},
url = {http://arxiv.org/abs/1907.00141},
eprinttype = {arXiv},
eprint = {1907.00141},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-00141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12462,
author = {Ankur Goswami and
Joshua McGrath and
Shanan Peters and
Theodoros Rekatsinas},
title = {Fine-Grained Object Detection over Scientific Document Images with
Region Embeddings},
journal = {CoRR},
volume = {abs/1910.12462},
year = {2019},
url = {http://arxiv.org/abs/1910.12462},
eprinttype = {arXiv},
eprint = {1910.12462},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/DongR18,
author = {Luna Dong and
Theodoros Rekatsinas},
title = {Data Integration and Machine Learning: {A} Natural Synergy},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {12},
pages = {2094--2097},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p2094-dong.pdf},
doi = {10.14778/3229863.3229876},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/DongR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/MudgalLRDPKDAR18,
author = {Sidharth Mudgal and
Han Li and
Theodoros Rekatsinas and
AnHai Doan and
Youngchoon Park and
Ganesh Krishnan and
Rohit Deep and
Esteban Arcaute and
Vijay Raghavendra},
editor = {Gautam Das and
Christopher M. Jermaine and
Philip A. Bernstein},
title = {Deep Learning for Entity Matching: {A} Design Space Exploration},
booktitle = {Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
pages = {19--34},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3183713.3196926},
doi = {10.1145/3183713.3196926},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/MudgalLRDPKDAR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/0002HCHRLR18,
author = {Sen Wu and
Luke Hsiao and
Xiao Cheng and
Braden Hancock and
Theodoros Rekatsinas and
Philip Alexander Levis and
Christopher R{\'{e}}},
editor = {Gautam Das and
Christopher M. Jermaine and
Philip A. Bernstein},
title = {Fonduer: Knowledge Base Construction from Richly Formatted Data},
booktitle = {Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
pages = {1301--1316},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3183713.3183729},
doi = {10.1145/3183713.3183729},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/0002HCHRLR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/DongR18,
author = {Xin Luna Dong and
Theodoros Rekatsinas},
editor = {Gautam Das and
Christopher M. Jermaine and
Philip A. Bernstein},
title = {Data Integration and Machine Learning: {A} Natural Synergy},
booktitle = {Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
pages = {1645--1650},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3183713.3197387},
doi = {10.1145/3183713.3197387},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/DongR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-06750,
author = {Christopher De Sa and
Ihab F. Ilyas and
Benny Kimelfeld and
Christopher R{\'{e}} and
Theodoros Rekatsinas},
title = {A Formal Framework For Probabilistic Unclean Databases},
journal = {CoRR},
volume = {abs/1801.06750},
year = {2018},
url = {http://arxiv.org/abs/1801.06750},
eprinttype = {arXiv},
eprint = {1801.06750},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-06750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/RekatsinasCIR17,
author = {Theodoros Rekatsinas and
Xu Chu and
Ihab F. Ilyas and
Christopher R{\'{e}}},
title = {HoloClean: Holistic Data Repairs with Probabilistic Inference},
journal = {Proc. {VLDB} Endow.},
volume = {10},
number = {11},
pages = {1190--1201},
year = {2017},
url = {http://www.vldb.org/pvldb/vol10/p1190-rekatsinas.pdf},
doi = {10.14778/3137628.3137631},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/RekatsinasCIR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RekatsinasGMNBG17,
author = {Theodoros Rekatsinas and
Saurav Ghosh and
Sumiko R. Mekaru and
Elaine O. Nsoesie and
John S. Brownstein and
Lise Getoor and
Naren Ramakrishnan},
title = {Forecasting rare disease outbreaks from open source indicators},
journal = {Stat. Anal. Data Min.},
volume = {10},
number = {2},
pages = {136--150},
year = {2017},
url = {https://doi.org/10.1002/sam.11337},
doi = {10.1002/SAM.11337},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RekatsinasGMNBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/RekatsinasJGPR17,
author = {Theodoros Rekatsinas and
Manas Joglekar and
Hector Garcia{-}Molina and
Aditya G. Parameswaran and
Christopher R{\'{e}}},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {SLiMFast: Guaranteed Results for Data Fusion and Source Reliability},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1399--1414},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3035951},
doi = {10.1145/3035918.3035951},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/RekatsinasJGPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RekatsinasCIR17,
author = {Theodoros Rekatsinas and
Xu Chu and
Ihab F. Ilyas and
Christopher R{\'{e}}},
title = {HoloClean: Holistic Data Repairs with Probabilistic Inference},
journal = {CoRR},
volume = {abs/1702.00820},
year = {2017},
url = {http://arxiv.org/abs/1702.00820},
eprinttype = {arXiv},
eprint = {1702.00820},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RekatsinasCIR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0002HCHRLR17,
author = {Sen Wu and
Luke Hsiao and
Xiao Cheng and
Braden Hancock and
Theodoros Rekatsinas and
Philip Alexander Levis and
Christopher R{\'{e}}},
title = {Fonduer: Knowledge Base Construction from Richly Formatted Data},
journal = {CoRR},
volume = {abs/1703.05028},
year = {2017},
url = {http://arxiv.org/abs/1703.05028},
eprinttype = {arXiv},
eprint = {1703.05028},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0002HCHRLR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/RekatsinasDDGS16,
author = {Theodoros Rekatsinas and
Amol Deshpande and
Xin Luna Dong and
Lise Getoor and
Divesh Srivastava},
editor = {Fatma {\"{O}}zcan and
Georgia Koutrika and
Sam Madden},
title = {SourceSight: Enabling Effective Source Selection},
booktitle = {Proceedings of the 2016 International Conference on Management of
Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
July 01, 2016},
pages = {2157--2160},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2882903.2899403},
doi = {10.1145/2882903.2899403},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/RekatsinasDDGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Rekatsinas15,
author = {Theodoros Rekatsinas},
title = {Quality-Aware Data Source Management},
school = {University of Maryland, College Park, MD, {USA}},
year = {2015},
url = {https://hdl.handle.net/1903/16928},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/basesearch/Rekatsinas15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/RekatsinasDGS15,
author = {Theodoros Rekatsinas and
Xin Luna Dong and
Lise Getoor and
Divesh Srivastava},
title = {Finding Quality in Quantity: The Challenge of Discovering Valuable
Sources for Integration},
booktitle = {Seventh Biennial Conference on Innovative Data Systems Research, {CIDR}
2015, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings},
publisher = {www.cidrdb.org},
year = {2015},
url = {http://cidrdb.org/cidr2015/Papers/CIDR15\_Paper21.pdf},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/RekatsinasDGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeRFGL15,
author = {Xinran He and
Theodoros Rekatsinas and
James R. Foulds and
Lise Getoor and
Yan Liu},
editor = {Francis R. Bach and
David M. Blei},
title = {HawkesTopic: {A} Joint Model for Network Inference and Topic Modeling
from Text-Based Cascades},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {871--880},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/he15.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HeRFGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RekatsinasGMNBG15,
author = {Theodoros Rekatsinas and
Saurav Ghosh and
Sumiko R. Mekaru and
Elaine O. Nsoesie and
John S. Brownstein and
Lise Getoor and
Naren Ramakrishnan},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {SourceSeer: Forecasting Rare Disease Outbreaks Using Multiple Data
Sources},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {379--387},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.43},
doi = {10.1137/1.9781611974010.43},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/RekatsinasGMNBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/GruenheidKRS15,
author = {Anja Gruenheid and
Donald Kossmann and
Theodoros Rekatsinas and
Divesh Srivastava},
editor = {Timos K. Sellis and
Susan B. Davidson and
Zachary G. Ives},
title = {StoryPivot: Comparing and Contrasting Story Evolution},
booktitle = {Proceedings of the 2015 {ACM} {SIGMOD} International Conference on
Management of Data, Melbourne, Victoria, Australia, May 31 - June
4, 2015},
pages = {1415--1420},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2723372.2735356},
doi = {10.1145/2723372.2735356},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/GruenheidKRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RekatsinasDP15,
author = {Theodoros Rekatsinas and
Amol Deshpande and
Aditya G. Parameswaran},
title = {CrowdGather: Entity Extraction over Structured Domains},
journal = {CoRR},
volume = {abs/1502.06823},
year = {2015},
url = {http://arxiv.org/abs/1502.06823},
eprinttype = {arXiv},
eprint = {1502.06823},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RekatsinasDP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JoglekarRGPR15,
author = {Manas Joglekar and
Theodoros Rekatsinas and
Hector Garcia{-}Molina and
Aditya G. Parameswaran and
Christopher R{\'{e}}},
title = {Exploiting Features for Data Source Quality Estimation},
journal = {CoRR},
volume = {abs/1512.06474},
year = {2015},
url = {http://arxiv.org/abs/1512.06474},
eprinttype = {arXiv},
eprint = {1512.06474},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JoglekarRGPR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/RekatsinasDS14,
author = {Theodoros Rekatsinas and
Xin Luna Dong and
Divesh Srivastava},
editor = {Curtis E. Dyreson and
Feifei Li and
M. Tamer {\"{O}}zsu},
title = {Characterizing and selecting fresh data sources},
booktitle = {International Conference on Management of Data, {SIGMOD} 2014, Snowbird,
UT, USA, June 22-27, 2014},
pages = {919--930},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2588555.2610504},
doi = {10.1145/2588555.2610504},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/RekatsinasDS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/RekatsinasDM13,
author = {Theodoros Rekatsinas and
Amol Deshpande and
Ashwin Machanavajjhala},
title = {A {SPARSI:} Partitioning Sensitive Data amongst Multiple Adversaries},
journal = {Proc. {VLDB} Endow.},
volume = {6},
number = {13},
pages = {1594--1605},
year = {2013},
url = {http://www.vldb.org/pvldb/vol6/p1594-rekatsinas.pdf},
doi = {10.14778/2536258.2536270},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/RekatsinasDM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-6556,
author = {Theodoros Rekatsinas and
Amol Deshpande and
Ashwin Machanavajjhala},
title = {On Sharing Private Data with Multiple Non-Colluding Adversaries},
journal = {CoRR},
volume = {abs/1302.6556},
year = {2013},
url = {http://arxiv.org/abs/1302.6556},
eprinttype = {arXiv},
eprint = {1302.6556},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-6556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-1733,
author = {Ben London and
Theodoros Rekatsinas and
Bert Huang and
Lise Getoor},
title = {Multi-relational Learning Using Weighted Tensor Decomposition with
Modular Loss},
journal = {CoRR},
volume = {abs/1303.1733},
year = {2013},
url = {http://arxiv.org/abs/1303.1733},
eprinttype = {arXiv},
eprint = {1303.1733},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-1733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/RekatsinasDG12,
author = {Theodoros Rekatsinas and
Amol Deshpande and
Lise Getoor},
editor = {K. Sel{\c{c}}uk Candan and
Yi Chen and
Richard T. Snodgrass and
Luis Gravano and
Ariel Fuxman},
title = {Local structure and determinism in probabilistic databases},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},
pages = {373--384},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213836.2213879},
doi = {10.1145/2213836.2213879},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/RekatsinasDG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robio/KarigiannisRT10,
author = {John N. Karigiannis and
Theodoros I. Rekatsinas and
Costas S. Tzafestas},
title = {Fuzzy rule based neuro-dynamic programming for mobile robot skill
acquisition on the basis of a nested multi-agent architecture},
booktitle = {2010 {IEEE} International Conference on Robotics and Biomimetics,
{ROBIO} 2010, Tianjin, China, December 14-18, 2010},
pages = {312--319},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ROBIO.2010.5723346},
doi = {10.1109/ROBIO.2010.5723346},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/robio/KarigiannisRT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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