BibTeX records: Philipp Moritz

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@inproceedings{DBLP:conf/cloud/BhardwajTWLMNS22,
  author       = {Romil Bhardwaj and
                  Alexey Tumanov and
                  Stephanie Wang and
                  Richard Liaw and
                  Philipp Moritz and
                  Robert Nishihara and
                  Ion Stoica},
  editor       = {Ada Gavrilovska and
                  Deniz Altinb{\"{u}}ken and
                  Carsten Binnig},
  title        = {{ESCHER:} expressive scheduling with ephemeral resources},
  booktitle    = {Proceedings of the 13th Symposium on Cloud Computing, SoCC 2022, San
                  Francisco, California, November 7-11, 2022},
  pages        = {47--62},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3542929.3563498},
  doi          = {10.1145/3542929.3563498},
  timestamp    = {Tue, 08 Nov 2022 11:17:40 +0100},
  biburl       = {https://dblp.org/rec/conf/cloud/BhardwajTWLMNS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/ZhuangLZWLNMS21,
  author       = {Siyuan Zhuang and
                  Zhuohan Li and
                  Danyang Zhuo and
                  Stephanie Wang and
                  Eric Liang and
                  Robert Nishihara and
                  Philipp Moritz and
                  Ion Stoica},
  editor       = {Fernando A. Kuipers and
                  Matthew C. Caesar},
  title        = {Hoplite: efficient and fault-tolerant collective communication for
                  task-based distributed systems},
  booktitle    = {{ACM} {SIGCOMM} 2021 Conference, Virtual Event, USA, August 23-27,
                  2021},
  pages        = {641--656},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3452296.3472897},
  doi          = {10.1145/3452296.3472897},
  timestamp    = {Tue, 20 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigcomm/ZhuangLZWLNMS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05814,
  author       = {Siyuan Zhuang and
                  Zhuohan Li and
                  Danyang Zhuo and
                  Stephanie Wang and
                  Eric Liang and
                  Robert Nishihara and
                  Philipp Moritz and
                  Ion Stoica},
  title        = {Hoplite: Efficient Collective Communication for Task-Based Distributed
                  Systems},
  journal      = {CoRR},
  volume       = {abs/2002.05814},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.05814},
  eprinttype    = {arXiv},
  eprint       = {2002.05814},
  timestamp    = {Tue, 20 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-05814.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Moritz19a,
  author       = {Philipp Moritz},
  title        = {Ray: {A} Distributed Execution Engine for the Machine Learning Ecosystem},
  school       = {University of California, Berkeley, {USA}},
  year         = {2019},
  url          = {https://www.escholarship.org/uc/item/3r5069pj},
  timestamp    = {Wed, 22 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/us/Moritz19a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sosp/WangLNMMTS19,
  author       = {Stephanie Wang and
                  John Liagouris and
                  Robert Nishihara and
                  Philipp Moritz and
                  Ujval Misra and
                  Alexey Tumanov and
                  Ion Stoica},
  editor       = {Tim Brecht and
                  Carey Williamson},
  title        = {Lineage stash: fault tolerance off the critical path},
  booktitle    = {Proceedings of the 27th {ACM} Symposium on Operating Systems Principles,
                  {SOSP} 2019, Huntsville, ON, Canada, October 27-30, 2019},
  pages        = {338--352},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3341301.3359653},
  doi          = {10.1145/3341301.3359653},
  timestamp    = {Tue, 19 Nov 2019 12:45:13 +0100},
  biburl       = {https://dblp.org/rec/conf/sosp/WangLNMMTS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03646,
  author       = {Thomas Anthony and
                  Robert Nishihara and
                  Philipp Moritz and
                  Tim Salimans and
                  John Schulman},
  title        = {Policy Gradient Search: Online Planning and Expert Iteration without
                  Search Trees},
  journal      = {CoRR},
  volume       = {abs/1904.03646},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.03646},
  eprinttype    = {arXiv},
  eprint       = {1904.03646},
  timestamp    = {Wed, 28 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-03646.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiangLNMFGGJS18,
  author       = {Eric Liang and
                  Richard Liaw and
                  Robert Nishihara and
                  Philipp Moritz and
                  Roy Fox and
                  Ken Goldberg and
                  Joseph Gonzalez and
                  Michael I. Jordan and
                  Ion Stoica},
  editor       = {Jennifer G. Dy and
                  Andreas Krause},
  title        = {RLlib: Abstractions for Distributed Reinforcement Learning},
  booktitle    = {Proceedings of the 35th International Conference on Machine Learning,
                  {ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
                  10-15, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {80},
  pages        = {3059--3068},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v80/liang18b.html},
  timestamp    = {Thu, 30 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiangLNMFGGJS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/MoritzNWTLLEYPJ18,
  author       = {Philipp Moritz and
                  Robert Nishihara and
                  Stephanie Wang and
                  Alexey Tumanov and
                  Richard Liaw and
                  Eric Liang and
                  Melih Elibol and
                  Zongheng Yang and
                  William Paul and
                  Michael I. Jordan and
                  Ion Stoica},
  editor       = {Andrea C. Arpaci{-}Dusseau and
                  Geoff Voelker},
  title        = {Ray: {A} Distributed Framework for Emerging {AI} Applications},
  booktitle    = {13th {USENIX} Symposium on Operating Systems Design and Implementation,
                  {OSDI} 2018, Carlsbad, CA, USA, October 8-10, 2018},
  pages        = {561--577},
  publisher    = {{USENIX} Association},
  year         = {2018},
  url          = {https://www.usenix.org/conference/osdi18/presentation/nishihara},
  timestamp    = {Tue, 02 Feb 2021 08:06:02 +0100},
  biburl       = {https://dblp.org/rec/conf/osdi/MoritzNWTLLEYPJ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-05118,
  author       = {Richard Liaw and
                  Eric Liang and
                  Robert Nishihara and
                  Philipp Moritz and
                  Joseph E. Gonzalez and
                  Ion Stoica},
  title        = {Tune: {A} Research Platform for Distributed Model Selection and Training},
  journal      = {CoRR},
  volume       = {abs/1807.05118},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.05118},
  eprinttype    = {arXiv},
  eprint       = {1807.05118},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-05118.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotos/NishiharaMWTPSL17,
  author       = {Robert Nishihara and
                  Philipp Moritz and
                  Stephanie Wang and
                  Alexey Tumanov and
                  William Paul and
                  Johann Schleier{-}Smith and
                  Richard Liaw and
                  Mehrdad Niknami and
                  Michael I. Jordan and
                  Ion Stoica},
  editor       = {Alexandra Fedorova and
                  Andrew Warfield and
                  Ivan Beschastnikh and
                  Rachit Agarwal},
  title        = {Real-Time Machine Learning: The Missing Pieces},
  booktitle    = {Proceedings of the 16th Workshop on Hot Topics in Operating Systems,
                  HotOS 2017, Whistler, BC, Canada, May 8-10, 2017},
  pages        = {106--110},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3102980.3102998},
  doi          = {10.1145/3102980.3102998},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hotos/NishiharaMWTPSL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NishiharaMWTPSL17,
  author       = {Robert Nishihara and
                  Philipp Moritz and
                  Stephanie Wang and
                  Alexey Tumanov and
                  William Paul and
                  Johann Schleier{-}Smith and
                  Richard Liaw and
                  Michael I. Jordan and
                  Ion Stoica},
  title        = {Real-Time Machine Learning: The Missing Pieces},
  journal      = {CoRR},
  volume       = {abs/1703.03924},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.03924},
  eprinttype    = {arXiv},
  eprint       = {1703.03924},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/NishiharaMWTPSL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-05889,
  author       = {Philipp Moritz and
                  Robert Nishihara and
                  Stephanie Wang and
                  Alexey Tumanov and
                  Richard Liaw and
                  Eric Liang and
                  William Paul and
                  Michael I. Jordan and
                  Ion Stoica},
  title        = {Ray: {A} Distributed Framework for Emerging {AI} Applications},
  journal      = {CoRR},
  volume       = {abs/1712.05889},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.05889},
  eprinttype    = {arXiv},
  eprint       = {1712.05889},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-05889.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09381,
  author       = {Eric Liang and
                  Richard Liaw and
                  Robert Nishihara and
                  Philipp Moritz and
                  Roy Fox and
                  Joseph Gonzalez and
                  Ken Goldberg and
                  Ion Stoica},
  title        = {Ray RLLib: {A} Composable and Scalable Reinforcement Learning Library},
  journal      = {CoRR},
  volume       = {abs/1712.09381},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.09381},
  eprinttype    = {arXiv},
  eprint       = {1712.09381},
  timestamp    = {Thu, 30 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-09381.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MoritzNJ16,
  author       = {Philipp Moritz and
                  Robert Nishihara and
                  Michael I. Jordan},
  editor       = {Arthur Gretton and
                  Christian C. Robert},
  title        = {A Linearly-Convergent Stochastic {L-BFGS} Algorithm},
  booktitle    = {Proceedings of the 19th International Conference on Artificial Intelligence
                  and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {51},
  pages        = {249--258},
  publisher    = {JMLR.org},
  year         = {2016},
  url          = {http://proceedings.mlr.press/v51/moritz16.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/MoritzNJ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/MoritzNSJ15,
  author       = {Philipp Moritz and
                  Robert Nishihara and
                  Ion Stoica and
                  Michael I. Jordan},
  editor       = {Yoshua Bengio and
                  Yann LeCun},
  title        = {SparkNet: Training Deep Networks in Spark},
  booktitle    = {4th International Conference on Learning Representations, {ICLR} 2016,
                  San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
  year         = {2016},
  url          = {http://arxiv.org/abs/1511.06051},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MoritzNSJ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/SchulmanMLJA15,
  author       = {John Schulman and
                  Philipp Moritz and
                  Sergey Levine and
                  Michael I. Jordan and
                  Pieter Abbeel},
  editor       = {Yoshua Bengio and
                  Yann LeCun},
  title        = {High-Dimensional Continuous Control Using Generalized Advantage Estimation},
  booktitle    = {4th International Conference on Learning Representations, {ICLR} 2016,
                  San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
  year         = {2016},
  url          = {http://arxiv.org/abs/1506.02438},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SchulmanMLJA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchulmanLAJM15,
  author       = {John Schulman and
                  Sergey Levine and
                  Pieter Abbeel and
                  Michael I. Jordan and
                  Philipp Moritz},
  editor       = {Francis R. Bach and
                  David M. Blei},
  title        = {Trust Region Policy Optimization},
  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        = {1889--1897},
  publisher    = {JMLR.org},
  year         = {2015},
  url          = {http://proceedings.mlr.press/v37/schulman15.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SchulmanLAJM15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchulmanLMJA15,
  author       = {John Schulman and
                  Sergey Levine and
                  Philipp Moritz and
                  Michael I. Jordan and
                  Pieter Abbeel},
  title        = {Trust Region Policy Optimization},
  journal      = {CoRR},
  volume       = {abs/1502.05477},
  year         = {2015},
  url          = {http://arxiv.org/abs/1502.05477},
  eprinttype    = {arXiv},
  eprint       = {1502.05477},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SchulmanLMJA15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MoritzNJ15,
  author       = {Philipp Moritz and
                  Robert Nishihara and
                  Michael I. Jordan},
  title        = {A Linearly-Convergent Stochastic {L-BFGS} Algorithm},
  journal      = {CoRR},
  volume       = {abs/1508.02087},
  year         = {2015},
  url          = {http://arxiv.org/abs/1508.02087},
  eprinttype    = {arXiv},
  eprint       = {1508.02087},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/MoritzNJ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kybernetika/MoritzRA14,
  author       = {Philipp Moritz and
                  J{\"{o}}rg Reichardt and
                  Nihat Ay},
  title        = {Discriminating between causal structures in Bayesian Networks given
                  partial observations},
  journal      = {Kybernetika},
  volume       = {50},
  number       = {2},
  pages        = {284--295},
  year         = {2014},
  url          = {https://doi.org/10.14736/kyb-2014-2-0284},
  doi          = {10.14736/KYB-2014-2-0284},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kybernetika/MoritzRA14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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