BibTeX records: Nikos Karampatziakis

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@inproceedings{DBLP:conf/nips/NguyenKC23,
  author       = {Anh Nguyen and
                  Nikos Karampatziakis and
                  Weizhu Chen},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Meet in the Middle: {A} New Pre-training Paradigm},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/105fdc31cc9eb927cc5a0110f4031287-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/NguyenKC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2303-07295,
  author       = {Anh Nguyen and
                  Nikos Karampatziakis and
                  Weizhu Chen},
  title        = {Meet in the Middle: {A} New Pre-training Paradigm},
  journal      = {CoRR},
  volume       = {abs/2303.07295},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.07295},
  doi          = {10.48550/ARXIV.2303.07295},
  eprinttype    = {arXiv},
  eprint       = {2303.07295},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-07295.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2310-08659,
  author       = {Yixiao Li and
                  Yifan Yu and
                  Chen Liang and
                  Pengcheng He and
                  Nikos Karampatziakis and
                  Weizhu Chen and
                  Tuo Zhao},
  title        = {LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2310.08659},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.08659},
  doi          = {10.48550/ARXIV.2310.08659},
  eprinttype    = {arXiv},
  eprint       = {2310.08659},
  timestamp    = {Wed, 25 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-08659.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2210-10768,
  author       = {Ian Waudby{-}Smith and
                  Lili Wu and
                  Aaditya Ramdas and
                  Nikos Karampatziakis and
                  Paul Mineiro},
  title        = {Anytime-valid off-policy inference for contextual bandits},
  journal      = {CoRR},
  volume       = {abs/2210.10768},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.10768},
  doi          = {10.48550/ARXIV.2210.10768},
  eprinttype    = {arXiv},
  eprint       = {2210.10768},
  timestamp    = {Tue, 25 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-10768.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/KarampatziakisM21,
  author       = {Nikos Karampatziakis and
                  Paul Mineiro and
                  Aaditya Ramdas},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Off-Policy Confidence Sequences},
  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        = {5301--5310},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/karampatziakis21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KarampatziakisM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/kdd/SajeevHKHKC21,
  author       = {Sandra Sajeev and
                  Jade Huang and
                  Nikos Karampatziakis and
                  Matthew Hall and
                  Sebastian Kochman and
                  Weizhu Chen},
  editor       = {Feida Zhu and
                  Beng Chin Ooi and
                  Chunyan Miao},
  title        = {Contextual Bandit Applications in a Customer Support Bot},
  booktitle    = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
  pages        = {3522--3530},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3447548.3467165},
  doi          = {10.1145/3447548.3467165},
  timestamp    = {Mon, 16 Aug 2021 16:18:31 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/SajeevHKHKC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2102-09540,
  author       = {Nikos Karampatziakis and
                  Paul Mineiro and
                  Aaditya Ramdas},
  title        = {Off-policy Confidence Sequences},
  journal      = {CoRR},
  volume       = {abs/2102.09540},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.09540},
  eprinttype    = {arXiv},
  eprint       = {2102.09540},
  timestamp    = {Wed, 24 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-09540.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2112-03210,
  author       = {Sandra Sajeev and
                  Jade Huang and
                  Nikos Karampatziakis and
                  Matthew Hall and
                  Sebastian Kochman and
                  Weizhu Chen},
  title        = {Contextual Bandit Applications in Customer Support Bot},
  journal      = {CoRR},
  volume       = {abs/2112.03210},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.03210},
  eprinttype    = {arXiv},
  eprint       = {2112.03210},
  timestamp    = {Wed, 08 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-03210.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/Karampatziakis020,
  author       = {Nikos Karampatziakis and
                  John Langford and
                  Paul Mineiro},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Empirical Likelihood for Contextual Bandits},
  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/6d34d468ac8876333c4d7173b85efed9-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/Karampatziakis020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/cikm/GaoKPC19,
  author       = {Ning Gao and
                  Nikos Karampatziakis and
                  Rahul Potharaju and
                  Silviu Cucerzan},
  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        = {Active Entity Recognition in Low Resource Settings},
  booktitle    = {Proceedings of the 28th {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
                  2019},
  pages        = {2261--2264},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3357384.3358109},
  doi          = {10.1145/3357384.3358109},
  timestamp    = {Mon, 04 Nov 2019 11:08:42 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/GaoKPC19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1905-02219,
  author       = {Nikos Karampatziakis and
                  Sebastian Kochman and
                  Jade Huang and
                  Paul Mineiro and
                  Kathy Osborne and
                  Weizhu Chen},
  title        = {Lessons from Real-World Reinforcement Learning in a Customer Support
                  Bot},
  journal      = {CoRR},
  volume       = {abs/1905.02219},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.02219},
  eprinttype    = {arXiv},
  eprint       = {1905.02219},
  timestamp    = {Mon, 27 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-02219.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1906-03323,
  author       = {Nikos Karampatziakis and
                  John Langford and
                  Paul Mineiro},
  title        = {Empirical Likelihood for Contextual Bandits},
  journal      = {CoRR},
  volume       = {abs/1906.03323},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.03323},
  eprinttype    = {arXiv},
  eprint       = {1906.03323},
  timestamp    = {Fri, 14 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-03323.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/DaumeKLM17,
  author       = {Hal Daum{\'{e}} III and
                  Nikos Karampatziakis and
                  John Langford and
                  Paul Mineiro},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Logarithmic Time One-Against-Some},
  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        = {923--932},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/daume17a.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/DaumeKLM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/TandonLDK17,
  author       = {Rashish Tandon and
                  Qi Lei and
                  Alexandros G. Dimakis and
                  Nikos Karampatziakis},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Gradient Coding: Avoiding Stragglers in Distributed Learning},
  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        = {3368--3376},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/tandon17a.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/TandonLDK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/HeMK16,
  author       = {He He and
                  Paul Mineiro and
                  Nikos Karampatziakis},
  title        = {Active Information Acquisition},
  journal      = {CoRR},
  volume       = {abs/1602.02181},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.02181},
  eprinttype    = {arXiv},
  eprint       = {1602.02181},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/HeMK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/DaumeKLM16,
  author       = {Hal Daum{\'{e}} III and
                  Nikos Karampatziakis and
                  John Langford and
                  Paul Mineiro},
  title        = {Logarithmic Time One-Against-Some},
  journal      = {CoRR},
  volume       = {abs/1606.04988},
  year         = {2016},
  url          = {http://arxiv.org/abs/1606.04988},
  eprinttype    = {arXiv},
  eprint       = {1606.04988},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/DaumeKLM16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/JasinskaK16,
  author       = {Kalina Jasinska and
                  Nikos Karampatziakis},
  title        = {Log-time and Log-space Extreme Classification},
  journal      = {CoRR},
  volume       = {abs/1611.01964},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.01964},
  eprinttype    = {arXiv},
  eprint       = {1611.01964},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/JasinskaK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/TandonLDK16,
  author       = {Rashish Tandon and
                  Qi Lei and
                  Alexandros G. Dimakis and
                  Nikos Karampatziakis},
  title        = {Gradient Coding},
  journal      = {CoRR},
  volume       = {abs/1612.03301},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.03301},
  eprinttype    = {arXiv},
  eprint       = {1612.03301},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/TandonLDK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/MineiroK15,
  author       = {Paul Mineiro and
                  Nikos Karampatziakis},
  editor       = {Annalisa Appice and
                  Pedro Pereira Rodrigues and
                  V{\'{\i}}tor Santos Costa and
                  Carlos Soares and
                  Jo{\~{a}}o Gama and
                  Al{\'{\i}}pio Jorge},
  title        = {Fast Label Embeddings via Randomized Linear Algebra},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9284},
  pages        = {37--51},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-23528-8\_3},
  doi          = {10.1007/978-3-319-23528-8\_3},
  timestamp    = {Mon, 30 Nov 2020 08:47:26 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/MineiroK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:journals/corr/MineiroK15,
  author       = {Paul Mineiro and
                  Nikos Karampatziakis},
  editor       = {Yoshua Bengio and
                  Yann LeCun},
  title        = {Fast Label Embeddings for Extremely Large Output Spaces},
  booktitle    = {3rd International Conference on Learning Representations, {ICLR} 2015,
                  San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings},
  year         = {2015},
  url          = {http://arxiv.org/abs/1503.08873},
  timestamp    = {Wed, 17 Jul 2019 10:40:54 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MineiroK15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/KarampatziakisM15,
  author       = {Nikos Karampatziakis and
                  Paul Mineiro},
  title        = {Multilabel Prediction via Calibration},
  journal      = {CoRR},
  volume       = {abs/1502.02710},
  year         = {2015},
  url          = {http://arxiv.org/abs/1502.02710},
  eprinttype    = {arXiv},
  eprint       = {1502.02710},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KarampatziakisM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/MineiroK15a,
  author       = {Paul Mineiro and
                  Nikos Karampatziakis},
  title        = {A Hierarchical Spectral Method for Extreme Classification},
  journal      = {CoRR},
  volume       = {abs/1511.03260},
  year         = {2015},
  url          = {http://arxiv.org/abs/1511.03260},
  eprinttype    = {arXiv},
  eprint       = {1511.03260},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MineiroK15a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/KarampatziakisM14,
  author       = {Nikos Karampatziakis and
                  Paul Mineiro},
  title        = {Discriminative Features via Generalized Eigenvectors},
  booktitle    = {Proceedings of the 31th International Conference on Machine Learning,
                  {ICML} 2014, Beijing, China, 21-26 June 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {32},
  pages        = {494--502},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/karampatziakis14.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/KarampatziakisM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/AgarwalKKSV14,
  author       = {Alekh Agarwal and
                  Sham M. Kakade and
                  Nikos Karampatziakis and
                  Le Song and
                  Gregory Valiant},
  title        = {Least Squares Revisited: Scalable Approaches for Multi-class Prediction},
  booktitle    = {Proceedings of the 31th International Conference on Machine Learning,
                  {ICML} 2014, Beijing, China, 21-26 June 2014},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {32},
  pages        = {541--549},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/agarwala14.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/AgarwalKKSV14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sdm/ChenMNKBK14,
  author       = {Xi C. Chen and
                  Abdullah Mueen and
                  Vijay K. Narayanan and
                  Nikos Karampatziakis and
                  Gagan Bansal and
                  Vipin Kumar},
  editor       = {Mohammed Javeed Zaki and
                  Zoran Obradovic and
                  Pang{-}Ning Tan and
                  Arindam Banerjee and
                  Chandrika Kamath and
                  Srinivasan Parthasarathy},
  title        = {Online Discovery of Group Level Events in Time Series},
  booktitle    = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
                  Philadelphia, Pennsylvania, USA, April 24-26, 2014},
  pages        = {632--640},
  publisher    = {{SIAM}},
  year         = {2014},
  url          = {https://doi.org/10.1137/1.9781611973440.73},
  doi          = {10.1137/1.9781611973440.73},
  timestamp    = {Fri, 06 Oct 2023 11:45:43 +0200},
  biburl       = {https://dblp.org/rec/conf/sdm/ChenMNKBK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/MineiroK14,
  author       = {Paul Mineiro and
                  Nikos Karampatziakis},
  title        = {A Randomized Algorithm for {CCA}},
  journal      = {CoRR},
  volume       = {abs/1411.3409},
  year         = {2014},
  url          = {http://arxiv.org/abs/1411.3409},
  eprinttype    = {arXiv},
  eprint       = {1411.3409},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MineiroK14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/MineiroK14a,
  author       = {Paul Mineiro and
                  Nikos Karampatziakis},
  title        = {Fast Label Embeddings for Extremely Large Output Spaces},
  journal      = {CoRR},
  volume       = {abs/1412.6547},
  year         = {2014},
  url          = {http://arxiv.org/abs/1412.6547},
  eprinttype    = {arXiv},
  eprint       = {1412.6547},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MineiroK14a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/MineiroK13,
  author       = {Paul Mineiro and
                  Nikos Karampatziakis},
  title        = {Loss-Proportional Subsampling for Subsequent {ERM}},
  booktitle    = {Proceedings of the 30th International Conference on Machine Learning,
                  {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {28},
  pages        = {522--530},
  publisher    = {JMLR.org},
  year         = {2013},
  url          = {http://proceedings.mlr.press/v28/mineiro13.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/MineiroK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/MineiroK13,
  author       = {Paul Mineiro and
                  Nikos Karampatziakis},
  title        = {Loss-Proportional Subsampling for Subsequent {ERM}},
  journal      = {CoRR},
  volume       = {abs/1306.1840},
  year         = {2013},
  url          = {http://arxiv.org/abs/1306.1840},
  eprinttype    = {arXiv},
  eprint       = {1306.1840},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MineiroK13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/KarampatziakisM13,
  author       = {Nikos Karampatziakis and
                  Paul Mineiro},
  title        = {Discriminative Features via Generalized Eigenvectors},
  journal      = {CoRR},
  volume       = {abs/1310.1934},
  year         = {2013},
  url          = {http://arxiv.org/abs/1310.1934},
  eprinttype    = {arXiv},
  eprint       = {1310.1934},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KarampatziakisM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/AgarwalKKSV13,
  author       = {Alekh Agarwal and
                  Sham M. Kakade and
                  Nikos Karampatziakis and
                  Le Song and
                  Gregory Valiant},
  title        = {Least Squares Revisited: Scalable Approaches for Multi-class Prediction},
  journal      = {CoRR},
  volume       = {abs/1310.1949},
  year         = {2013},
  url          = {http://arxiv.org/abs/1310.1949},
  eprinttype    = {arXiv},
  eprint       = {1310.1949},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/AgarwalKKSV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/KarampatziakisM13a,
  author       = {Nikos Karampatziakis and
                  Paul Mineiro},
  title        = {Combining Structured and Unstructured Randomness in Large Scale {PCA}},
  journal      = {CoRR},
  volume       = {abs/1310.6304},
  year         = {2013},
  url          = {http://arxiv.org/abs/1310.6304},
  eprinttype    = {arXiv},
  eprint       = {1310.6304},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/KarampatziakisM13a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/QinPKLL13,
  author       = {Zhen Qin and
                  Vaclav Petricek and
                  Nikos Karampatziakis and
                  Lihong Li and
                  John Langford},
  title        = {Efficient Online Bootstrapping for Large Scale Learning},
  journal      = {CoRR},
  volume       = {abs/1312.5021},
  year         = {2013},
  url          = {http://arxiv.org/abs/1312.5021},
  eprinttype    = {arXiv},
  eprint       = {1312.5021},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/QinPKLL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/dimva/KarampatziakisSTM12,
  author       = {Nikos Karampatziakis and
                  Jack W. Stokes and
                  Anil Thomas and
                  Mady Marinescu},
  editor       = {Ulrich Flegel and
                  Evangelos P. Markatos and
                  William K. Robertson},
  title        = {Using File Relationships in Malware Classification},
  booktitle    = {Detection of Intrusions and Malware, and Vulnerability Assessment
                  - 9th International Conference, {DIMVA} 2012, Heraklion, Crete, Greece,
                  July 26-27, 2012, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7591},
  pages        = {1--20},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-37300-8\_1},
  doi          = {10.1007/978-3-642-37300-8\_1},
  timestamp    = {Tue, 14 May 2019 10:00:47 +0200},
  biburl       = {https://dblp.org/rec/conf/dimva/KarampatziakisSTM12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/uai/DudikHKKLRZ11,
  author       = {Miroslav Dud{\'{\i}}k and
                  Daniel J. Hsu and
                  Satyen Kale and
                  Nikos Karampatziakis and
                  John Langford and
                  Lev Reyzin and
                  Tong Zhang},
  editor       = {F{\'{a}}bio Gagliardi Cozman and
                  Avi Pfeffer},
  title        = {Efficient Optimal Learning for Contextual Bandits},
  booktitle    = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
                  in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
  pages        = {169--178},
  publisher    = {{AUAI} Press},
  year         = {2011},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2246\&\#38;proceeding\_id=27},
  timestamp    = {Wed, 03 Feb 2021 11:09:03 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/DudikHKKLRZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/uai/KarampatziakisL11,
  author       = {Nikos Karampatziakis and
                  John Langford},
  editor       = {F{\'{a}}bio Gagliardi Cozman and
                  Avi Pfeffer},
  title        = {Online Importance Weight Aware Updates},
  booktitle    = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
                  in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
  pages        = {392--399},
  publisher    = {{AUAI} Press},
  year         = {2011},
  url          = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2234\&\#38;proceeding\_id=27},
  timestamp    = {Wed, 03 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/KarampatziakisL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1103-4204,
  author       = {Daniel J. Hsu and
                  Nikos Karampatziakis and
                  John Langford and
                  Alexander J. Smola},
  title        = {Parallel Online Learning},
  journal      = {CoRR},
  volume       = {abs/1103.4204},
  year         = {2011},
  url          = {http://arxiv.org/abs/1103.4204},
  eprinttype    = {arXiv},
  eprint       = {1103.4204},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1103-4204.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1106-2369,
  author       = {Miroslav Dud{\'{\i}}k and
                  Daniel J. Hsu and
                  Satyen Kale and
                  Nikos Karampatziakis and
                  John Langford and
                  Lev Reyzin and
                  Tong Zhang},
  title        = {Efficient Optimal Learning for Contextual Bandits},
  journal      = {CoRR},
  volume       = {abs/1106.2369},
  year         = {2011},
  url          = {http://arxiv.org/abs/1106.2369},
  eprinttype    = {arXiv},
  eprint       = {1106.2369},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1106-2369.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/Karampatziakis10,
  author       = {Nikos Karampatziakis},
  editor       = {John D. Lafferty and
                  Christopher K. I. Williams and
                  John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Aron Culotta},
  title        = {Static Analysis of Binary Executables Using Structural SVMs},
  booktitle    = {Advances in Neural Information Processing Systems 23: 24th Annual
                  Conference on Neural Information Processing Systems 2010. Proceedings
                  of a meeting held 6-9 December 2010, Vancouver, British Columbia,
                  Canada},
  pages        = {1063--1071},
  publisher    = {Curran Associates, Inc.},
  year         = {2010},
  url          = {https://proceedings.neurips.cc/paper/2010/hash/a1d33d0dfec820b41b54430b50e96b5c-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/Karampatziakis10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1011-1576,
  author       = {Nikos Karampatziakis and
                  John Langford},
  title        = {Importance Weight Aware Gradient Updates},
  journal      = {CoRR},
  volume       = {abs/1011.1576},
  year         = {2010},
  url          = {http://arxiv.org/abs/1011.1576},
  eprinttype    = {arXiv},
  eprint       = {1011.1576},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1011-1576.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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