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BibTeX records: Philipp Moritz
@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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