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ORCIDBibTeX records: Benoit Steiner
@inproceedings{DBLP:conf/cpaior/HuangFTDS23,
author = {Taoan Huang and
Aaron M. Ferber and
Yuandong Tian and
Bistra Dilkina and
Benoit Steiner},
editor = {Andr{\'{e}} A. Cir{\'{e}}},
title = {Local Branching Relaxation Heuristics for Integer Linear Programs},
booktitle = {Integration of Constraint Programming, Artificial Intelligence, and
Operations Research - 20th International Conference, {CPAIOR} 2023,
Nice, France, May 29 - June 1, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13884},
pages = {96--113},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33271-5\_7},
doi = {10.1007/978-3-031-33271-5\_7},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cpaior/HuangFTDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FerberHZSSDT23,
author = {Aaron M. Ferber and
Taoan Huang and
Daochen Zha and
Martin Schubert and
Benoit Steiner and
Bistra Dilkina and
Yuandong Tian},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization
Problems},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {10034--10052},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/ferber23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/FerberHZSSDT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangFTDS23,
author = {Taoan Huang and
Aaron M. Ferber and
Yuandong Tian and
Bistra Dilkina and
Benoit Steiner},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Searching Large Neighborhoods for Integer Linear Programs with Contrastive
Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {13869--13890},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/huang23g.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangFTDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiangSSCEGSYXLT23,
author = {Youwei Liang and
Kevin Stone and
Ali Shameli and
Chris Cummins and
Mostafa Elhoushi and
Jiadong Guo and
Benoit Steiner and
Xiaomeng Yang and
Pengtao Xie and
Hugh James Leather and
Yuandong Tian},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Learning Compiler Pass Orders using Coreset and Normalized Value Prediction},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {20746--20762},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/liang23f.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiangSSCEGSYXLT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SteinerEKH23,
author = {Benoit Steiner and
Mostafa Elhoushi and
Jacob Kahn and
James Hegarty},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {MODeL: Memory Optimizations for Deep Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {32618--32632},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/steiner23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SteinerEKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05104,
author = {Youwei Liang and
Kevin Stone and
Ali Shameli and
Chris Cummins and
Mostafa Elhoushi and
Jiadong Guo and
Benoit Steiner and
Xiaomeng Yang and
Pengtao Xie and
Hugh Leather and
Yuandong Tian},
title = {Learning Compiler Pass Orders using Coreset and Normalized Value Prediction},
journal = {CoRR},
volume = {abs/2301.05104},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05104},
doi = {10.48550/ARXIV.2301.05104},
eprinttype = {arXiv},
eprint = {2301.05104},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01578,
author = {Taoan Huang and
Aaron M. Ferber and
Yuandong Tian and
Bistra Dilkina and
Benoit Steiner},
title = {Searching Large Neighborhoods for Integer Linear Programs with Contrastive
Learning},
journal = {CoRR},
volume = {abs/2302.01578},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01578},
doi = {10.48550/ARXIV.2302.01578},
eprinttype = {arXiv},
eprint = {2302.01578},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13702,
author = {Tamera Lanham and
Anna Chen and
Ansh Radhakrishnan and
Benoit Steiner and
Carson Denison and
Danny Hernandez and
Dustin Li and
Esin Durmus and
Evan Hubinger and
Jackson Kernion and
Kamile Lukosiute and
Karina Nguyen and
Newton Cheng and
Nicholas Joseph and
Nicholas Schiefer and
Oliver Rausch and
Robin Larson and
Sam McCandlish and
Sandipan Kundu and
Saurav Kadavath and
Shannon Yang and
Thomas Henighan and
Timothy Maxwell and
Timothy Telleen{-}Lawton and
Tristan Hume and
Zac Hatfield{-}Dodds and
Jared Kaplan and
Jan Brauner and
Samuel R. Bowman and
Ethan Perez},
title = {Measuring Faithfulness in Chain-of-Thought Reasoning},
journal = {CoRR},
volume = {abs/2307.13702},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.13702},
doi = {10.48550/ARXIV.2307.13702},
eprinttype = {arXiv},
eprint = {2307.13702},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-13702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-03296,
author = {Roger B. Grosse and
Juhan Bae and
Cem Anil and
Nelson Elhage and
Alex Tamkin and
Amirhossein Tajdini and
Benoit Steiner and
Dustin Li and
Esin Durmus and
Ethan Perez and
Evan Hubinger and
Kamile Lukosiute and
Karina Nguyen and
Nicholas Joseph and
Sam McCandlish and
Jared Kaplan and
Samuel R. Bowman},
title = {Studying Large Language Model Generalization with Influence Functions},
journal = {CoRR},
volume = {abs/2308.03296},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.03296},
doi = {10.48550/ARXIV.2308.03296},
eprinttype = {arXiv},
eprint = {2308.03296},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-03296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cgo/CumminsWGCAGJLT22,
author = {Chris Cummins and
Bram Wasti and
Jiadong Guo and
Brandon Cui and
Jason Ansel and
Sahir Gomez and
Somya Jain and
Jia Liu and
Olivier Teytaud and
Benoit Steiner and
Yuandong Tian and
Hugh Leather},
editor = {Jae W. Lee and
Sebastian Hack and
Tatiana Shpeisman},
title = {CompilerGym: Robust, Performant Compiler Optimization Environments
for {AI} Research},
booktitle = {{IEEE/ACM} International Symposium on Code Generation and Optimization,
{CGO} 2022, Seoul, Korea, Republic of, April 2-6, 2022},
pages = {92--105},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CGO53902.2022.9741258},
doi = {10.1109/CGO53902.2022.9741258},
timestamp = {Fri, 01 Apr 2022 09:22:54 +0200},
biburl = {https://dblp.org/rec/conf/cgo/CumminsWGCAGJLT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KahnPLXHCT0GASL22,
author = {Jacob D. Kahn and
Vineel Pratap and
Tatiana Likhomanenko and
Qiantong Xu and
Awni Y. Hannun and
Jeff Cai and
Paden Tomasello and
Ann Lee and
Edouard Grave and
Gilad Avidov and
Benoit Steiner and
Vitaliy Liptchinsky and
Gabriel Synnaeve and
Ronan Collobert},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Flashlight: Enabling Innovation in Tools for Machine Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {10557--10574},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/kahn22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/KahnPLXHCT0GASL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pldi/SinghHLS22,
author = {Shikhar Singh and
James Hegarty and
Hugh Leather and
Benoit Steiner},
editor = {Swarat Chaudhuri and
Charles Sutton},
title = {A graph neural network-based performance model for deep learning applications},
booktitle = {MAPS@PLDI 2022: 6th {ACM} {SIGPLAN} International Symposium on Machine
Programming, San Diego, CA, USA, 13 June 2022},
pages = {11--20},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3520312.3534863},
doi = {10.1145/3520312.3534863},
timestamp = {Wed, 29 Jun 2022 12:22:44 +0200},
biburl = {https://dblp.org/rec/conf/pldi/SinghHLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12465,
author = {Jacob Kahn and
Vineel Pratap and
Tatiana Likhomanenko and
Qiantong Xu and
Awni Y. Hannun and
Jeff Cai and
Paden Tomasello and
Ann Lee and
Edouard Grave and
Gilad Avidov and
Benoit Steiner and
Vitaliy Liptchinsky and
Gabriel Synnaeve and
Ronan Collobert},
title = {Flashlight: Enabling Innovation in Tools for Machine Learning},
journal = {CoRR},
volume = {abs/2201.12465},
year = {2022},
url = {https://arxiv.org/abs/2201.12465},
eprinttype = {arXiv},
eprint = {2201.12465},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00618,
author = {Bram Wasti and
Jos{\'{e}} Pablo Cambronero and
Benoit Steiner and
Hugh Leather and
Aleksandar Zlateski},
title = {LoopStack: a Lightweight Tensor Algebra Compiler Stack},
journal = {CoRR},
volume = {abs/2205.00618},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.00618},
doi = {10.48550/ARXIV.2205.00618},
eprinttype = {arXiv},
eprint = {2205.00618},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-00618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12547,
author = {Aaron M. Ferber and
Taoan Huang and
Daochen Zha and
Martin Schubert and
Benoit Steiner and
Bistra Dilkina and
Yuandong Tian},
title = {SurCo: Learning Linear Surrogates For Combinatorial Nonlinear Optimization
Problems},
journal = {CoRR},
volume = {abs/2210.12547},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12547},
doi = {10.48550/ARXIV.2210.12547},
eprinttype = {arXiv},
eprint = {2210.12547},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12924,
author = {Benoit Steiner and
Mostafa Elhoushi and
Jacob Kahn and
James Hegarty},
title = {{OLLA:} Decreasing the Memory Usage of Neural Networks by Optimizing
the Lifetime and Location of Arrays},
journal = {CoRR},
volume = {abs/2210.12924},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12924},
doi = {10.48550/ARXIV.2210.12924},
eprinttype = {arXiv},
eprint = {2210.12924},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-08183,
author = {Taoan Huang and
Aaron M. Ferber and
Yuandong Tian and
Bistra Dilkina and
Benoit Steiner},
title = {Local Branching Relaxation Heuristics for Integer Linear Programs},
journal = {CoRR},
volume = {abs/2212.08183},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.08183},
doi = {10.48550/ARXIV.2212.08183},
eprinttype = {arXiv},
eprint = {2212.08183},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-08183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/SteinerCHL21,
author = {Benoit Steiner and
Chris Cummins and
Horace He and
Hugh Leather},
editor = {Alex Smola and
Alex Dimakis and
Ion Stoica},
title = {Value Learning for Throughput Optimization of Deep Learning Workloads},
booktitle = {Proceedings of Machine Learning and Systems 2021, MLSys 2021, virtual,
April 5-9, 2021},
publisher = {mlsys.org},
year = {2021},
url = {https://proceedings.mlsys.org/paper/2021/hash/73278a4a86960eeb576a8fd4c9ec6997-Abstract.html},
timestamp = {Mon, 23 May 2022 11:55:02 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/SteinerCHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangZCCSWGKT21,
author = {Kevin Yang and
Tianjun Zhang and
Chris Cummins and
Brandon Cui and
Benoit Steiner and
Linnan Wang and
Joseph E. Gonzalez and
Dan Klein and
Yuandong Tian},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Learning Space Partitions for Path Planning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {378--391},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/03a3655fff3e9bdea48de9f49e938e32-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangZCCSWGKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10544,
author = {Kevin Yang and
Tianjun Zhang and
Chris Cummins and
Brandon Cui and
Benoit Steiner and
Linnan Wang and
Joseph E. Gonzalez and
Dan Klein and
Yuandong Tian},
title = {Learning Space Partitions for Path Planning},
journal = {CoRR},
volume = {abs/2106.10544},
year = {2021},
url = {https://arxiv.org/abs/2106.10544},
eprinttype = {arXiv},
eprint = {2106.10544},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-12489,
author = {Shikhar Singh and
Benoit Steiner and
James Hegarty and
Hugh Leather},
title = {Using Graph Neural Networks to model the performance of Deep Neural
Networks},
journal = {CoRR},
volume = {abs/2108.12489},
year = {2021},
url = {https://arxiv.org/abs/2108.12489},
eprinttype = {arXiv},
eprint = {2108.12489},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-08267,
author = {Chris Cummins and
Bram Wasti and
Jiadong Guo and
Brandon Cui and
Jason Ansel and
Sahir Gomez and
Somya Jain and
Jia Liu and
Olivier Teytaud and
Benoit Steiner and
Yuandong Tian and
Hugh Leather},
title = {CompilerGym: Robust, Performant Compiler Optimization Environments
for {AI} Research},
journal = {CoRR},
volume = {abs/2109.08267},
year = {2021},
url = {https://arxiv.org/abs/2109.08267},
eprinttype = {arXiv},
eprint = {2109.08267},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-08267.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-14486,
author = {Benoit Steiner and
Chris Cummins and
Horace He and
Hugh Leather},
title = {Value Function Based Performance Optimization of Deep Learning Workloads},
journal = {CoRR},
volume = {abs/2011.14486},
year = {2020},
url = {https://arxiv.org/abs/2011.14486},
eprinttype = {arXiv},
eprint = {2011.14486},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-14486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/AdamsMABLGSJFDR19,
author = {Andrew Adams and
Karima Ma and
Luke Anderson and
Riyadh Baghdadi and
Tzu{-}Mao Li and
Micha{\"{e}}l Gharbi and
Benoit Steiner and
Steven Johnson and
Kayvon Fatahalian and
Fr{\'{e}}do Durand and
Jonathan Ragan{-}Kelley},
title = {Learning to optimize halide with tree search and random programs},
journal = {{ACM} Trans. Graph.},
volume = {38},
number = {4},
pages = {121:1--121:12},
year = {2019},
url = {https://doi.org/10.1145/3306346.3322967},
doi = {10.1145/3306346.3322967},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tog/AdamsMABLGSJFDR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PaszkeGMLBCKLGA19,
author = {Adam Paszke and
Sam Gross and
Francisco Massa and
Adam Lerer and
James Bradbury and
Gregory Chanan and
Trevor Killeen and
Zeming Lin and
Natalia Gimelshein and
Luca Antiga and
Alban Desmaison and
Andreas K{\"{o}}pf and
Edward Z. Yang and
Zachary DeVito and
Martin Raison and
Alykhan Tejani and
Sasank Chilamkurthy and
Benoit Steiner and
Lu Fang and
Junjie Bai and
Soumith Chintala},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {PyTorch: An Imperative Style, High-Performance Deep Learning Library},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {8024--8035},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/bdbca288fee7f92f2bfa9f7012727740-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PaszkeGMLBCKLGA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01703,
author = {Adam Paszke and
Sam Gross and
Francisco Massa and
Adam Lerer and
James Bradbury and
Gregory Chanan and
Trevor Killeen and
Zeming Lin and
Natalia Gimelshein and
Luca Antiga and
Alban Desmaison and
Andreas K{\"{o}}pf and
Edward Z. Yang and
Zach DeVito and
Martin Raison and
Alykhan Tejani and
Sasank Chilamkurthy and
Benoit Steiner and
Lu Fang and
Junjie Bai and
Soumith Chintala},
title = {PyTorch: An Imperative Style, High-Performance Deep Learning Library},
journal = {CoRR},
volume = {abs/1912.01703},
year = {2019},
url = {http://arxiv.org/abs/1912.01703},
eprinttype = {arXiv},
eprint = {1912.01703},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MirhoseiniGPSLD18,
author = {Azalia Mirhoseini and
Anna Goldie and
Hieu Pham and
Benoit Steiner and
Quoc V. Le and
Jeff Dean},
title = {A Hierarchical Model for Device Placement},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=Hkc-TeZ0W},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/MirhoseiniGPSLD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MirhoseiniPLSLZ17,
author = {Azalia Mirhoseini and
Hieu Pham and
Quoc V. Le and
Benoit Steiner and
Rasmus Larsen and
Yuefeng Zhou and
Naveen Kumar and
Mohammad Norouzi and
Samy Bengio and
Jeff Dean},
editor = {Doina Precup and
Yee Whye Teh},
title = {Device Placement Optimization with Reinforcement 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 = {2430--2439},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mirhoseini17a.html},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MirhoseiniPLSLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MirhoseiniPLSLZ17,
author = {Azalia Mirhoseini and
Hieu Pham and
Quoc V. Le and
Benoit Steiner and
Rasmus Larsen and
Yuefeng Zhou and
Naveen Kumar and
Mohammad Norouzi and
Samy Bengio and
Jeff Dean},
title = {Device Placement Optimization with Reinforcement Learning},
journal = {CoRR},
volume = {abs/1706.04972},
year = {2017},
url = {http://arxiv.org/abs/1706.04972},
eprinttype = {arXiv},
eprint = {1706.04972},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MirhoseiniPLSLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/AbadiBCCDDDGIIK16,
author = {Mart{\'{\i}}n Abadi and
Paul Barham and
Jianmin Chen and
Zhifeng Chen and
Andy Davis and
Jeffrey Dean and
Matthieu Devin and
Sanjay Ghemawat and
Geoffrey Irving and
Michael Isard and
Manjunath Kudlur and
Josh Levenberg and
Rajat Monga and
Sherry Moore and
Derek Gordon Murray and
Benoit Steiner and
Paul A. Tucker and
Vijay Vasudevan and
Pete Warden and
Martin Wicke and
Yuan Yu and
Xiaoqiang Zheng},
editor = {Kimberly Keeton and
Timothy Roscoe},
title = {TensorFlow: {A} System for Large-Scale Machine Learning},
booktitle = {12th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2016, Savannah, GA, USA, November 2-4, 2016},
pages = {265--283},
publisher = {{USENIX} Association},
year = {2016},
url = {https://www.usenix.org/conference/osdi16/technical-sessions/presentation/abadi},
timestamp = {Tue, 02 Feb 2021 08:06:02 +0100},
biburl = {https://dblp.org/rec/conf/osdi/AbadiBCCDDDGIIK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AbadiABBCCCDDDG16,
author = {Mart{\'{\i}}n Abadi and
Ashish Agarwal and
Paul Barham and
Eugene Brevdo and
Zhifeng Chen and
Craig Citro and
Gregory S. Corrado and
Andy Davis and
Jeffrey Dean and
Matthieu Devin and
Sanjay Ghemawat and
Ian J. Goodfellow and
Andrew Harp and
Geoffrey Irving and
Michael Isard and
Yangqing Jia and
Rafal J{\'{o}}zefowicz and
Lukasz Kaiser and
Manjunath Kudlur and
Josh Levenberg and
Dan Man{\'{e}} and
Rajat Monga and
Sherry Moore and
Derek Gordon Murray and
Chris Olah and
Mike Schuster and
Jonathon Shlens and
Benoit Steiner and
Ilya Sutskever and
Kunal Talwar and
Paul A. Tucker and
Vincent Vanhoucke and
Vijay Vasudevan and
Fernanda B. Vi{\'{e}}gas and
Oriol Vinyals and
Pete Warden and
Martin Wattenberg and
Martin Wicke and
Yuan Yu and
Xiaoqiang Zheng},
title = {TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed
Systems},
journal = {CoRR},
volume = {abs/1603.04467},
year = {2016},
url = {http://arxiv.org/abs/1603.04467},
eprinttype = {arXiv},
eprint = {1603.04467},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AbadiABBCCCDDDG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AbadiBCCDDDGIIK16,
author = {Mart{\'{\i}}n Abadi and
Paul Barham and
Jianmin Chen and
Zhifeng Chen and
Andy Davis and
Jeffrey Dean and
Matthieu Devin and
Sanjay Ghemawat and
Geoffrey Irving and
Michael Isard and
Manjunath Kudlur and
Josh Levenberg and
Rajat Monga and
Sherry Moore and
Derek Gordon Murray and
Benoit Steiner and
Paul A. Tucker and
Vijay Vasudevan and
Pete Warden and
Martin Wicke and
Yuan Yu and
Xiaoqiang Zhang},
title = {TensorFlow: {A} system for large-scale machine learning},
journal = {CoRR},
volume = {abs/1605.08695},
year = {2016},
url = {http://arxiv.org/abs/1605.08695},
eprinttype = {arXiv},
eprint = {1605.08695},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AbadiBCCDDDGIIK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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