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ORCIDBibTeX records: Adam Paszke
@article{DBLP:journals/corr/abs-2401-11202,
author = {Sami Alabed and
Bart Chrzaszcz and
Juliana Franco and
Dominik Grewe and
Dougal Maclaurin and
James Molloy and
Tom Natan and
Tamara Norman and
Xiaoyue Pan and
Adam Paszke and
Norman A. Rink and
Michael Schaarschmidt and
Timur Sitdikov and
Agnieszka Swietlik and
Dimitrios Vytiniotis and
Joel Wee},
title = {PartIR: Composing {SPMD} Partitioning Strategies for Machine Learning},
journal = {CoRR},
volume = {abs/2401.11202},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.11202},
doi = {10.48550/ARXIV.2401.11202},
eprinttype = {arXiv},
eprint = {2401.11202},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-11202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmpl/RadulPFJM23,
author = {Alexey Radul and
Adam Paszke and
Roy Frostig and
Matthew J. Johnson and
Dougal Maclaurin},
title = {You Only Linearize Once: Tangents Transpose to Gradients},
journal = {Proc. {ACM} Program. Lang.},
volume = {7},
number = {{POPL}},
pages = {1246--1274},
year = {2023},
url = {https://doi.org/10.1145/3571236},
doi = {10.1145/3571236},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmpl/RadulPFJM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfp/PaszkeX23,
author = {Adam Paszke and
Ningning Xie},
editor = {Youyou Cong and
Pierre{-}{\'{E}}variste Dagand},
title = {Infix-Extensible Record Types for Tabular Data},
booktitle = {Proceedings of the 8th {ACM} {SIGPLAN} International Workshop on Type-Driven
Development, TyDe 2023, Seattle, WA, USA, 4 September 2023},
pages = {29--43},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3609027.3609406},
doi = {10.1145/3609027.3609406},
timestamp = {Thu, 21 Sep 2023 11:20:08 +0200},
biburl = {https://dblp.org/rec/conf/icfp/PaszkeX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10923,
author = {Alexey Radul and
Adam Paszke and
Roy Frostig and
Matthew J. Johnson and
Dougal Maclaurin},
title = {You Only Linearize Once: Tangents Transpose to Gradients},
journal = {CoRR},
volume = {abs/2204.10923},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10923},
doi = {10.48550/ARXIV.2204.10923},
eprinttype = {arXiv},
eprint = {2204.10923},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04729,
author = {Dougal Maclaurin and
Alexey Radul and
Adam Paszke},
title = {The Foil: Capture-Avoiding Substitution With No Sharp Edges},
journal = {CoRR},
volume = {abs/2210.04729},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04729},
doi = {10.48550/ARXIV.2210.04729},
eprinttype = {arXiv},
eprint = {2210.04729},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmpl/PaszkeJDVRJRM21,
author = {Adam Paszke and
Daniel D. Johnson and
David Duvenaud and
Dimitrios Vytiniotis and
Alexey Radul and
Matthew J. Johnson and
Jonathan Ragan{-}Kelley and
Dougal Maclaurin},
title = {Getting to the point: index sets and parallelism-preserving autodiff
for pointful array programming},
journal = {Proc. {ACM} Program. Lang.},
volume = {5},
number = {{ICFP}},
pages = {1--29},
year = {2021},
url = {https://doi.org/10.1145/3473593},
doi = {10.1145/3473593},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pacmpl/PaszkeJDVRJRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfp/Paszke0FM21,
author = {Adam Paszke and
Matthew J. Johnson and
Roy Frostig and
Dougal Maclaurin},
editor = {Gabriele Keller and
Troels Henriksen},
title = {Parallelism-preserving automatic differentiation for second-order
array languages},
booktitle = {{FHPNC} 2021: Proceedings of the 9th {ACM} {SIGPLAN} International
Workshop on Functional High-Performance and Numerical Computing, FHPNC@ICFP
2021, Virtual Event, Korea, August 22, 2021},
pages = {13--23},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3471873.3472975},
doi = {10.1145/3471873.3472975},
timestamp = {Mon, 23 Aug 2021 14:43:19 +0200},
biburl = {https://dblp.org/rec/conf/icfp/Paszke0FM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-13254,
author = {Adam Paszke and
Brennan Saeta},
title = {Tensors Fitting Perfectly},
journal = {CoRR},
volume = {abs/2102.13254},
year = {2021},
url = {https://arxiv.org/abs/2102.13254},
eprinttype = {arXiv},
eprint = {2102.13254},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-13254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05372,
author = {Adam Paszke and
Daniel D. Johnson and
David Duvenaud and
Dimitrios Vytiniotis and
Alexey Radul and
Matthew J. Johnson and
Jonathan Ragan{-}Kelley and
Dougal Maclaurin},
title = {Getting to the Point. Index Sets and Parallelism-Preserving Autodiff
for Pointful Array Programming},
journal = {CoRR},
volume = {abs/2104.05372},
year = {2021},
url = {https://arxiv.org/abs/2104.05372},
eprinttype = {arXiv},
eprint = {2104.05372},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-09469,
author = {Roy Frostig and
Matthew J. Johnson and
Dougal Maclaurin and
Adam Paszke and
Alexey Radul},
title = {Decomposing reverse-mode automatic differentiation},
journal = {CoRR},
volume = {abs/2105.09469},
year = {2021},
url = {https://arxiv.org/abs/2105.09469},
eprinttype = {arXiv},
eprint = {2105.09469},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-09469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07493,
author = {Ningning Xie and
Daniel D. Johnson and
Dougal Maclaurin and
Adam Paszke},
title = {Parallel Algebraic Effect Handlers},
journal = {CoRR},
volume = {abs/2110.07493},
year = {2021},
url = {https://arxiv.org/abs/2110.07493},
eprinttype = {arXiv},
eprint = {2110.07493},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-01075,
author = {Norman A. Rink and
Adam Paszke and
Dimitrios Vytiniotis and
Georg Stefan Schmid},
title = {Memory-efficient array redistribution through portable collective
communication},
journal = {CoRR},
volume = {abs/2112.01075},
year = {2021},
url = {https://arxiv.org/abs/2112.01075},
eprinttype = {arXiv},
eprint = {2112.01075},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-01075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02958,
author = {Michael Schaarschmidt and
Dominik Grewe and
Dimitrios Vytiniotis and
Adam Paszke and
Georg Stefan Schmid and
Tamara Norman and
James Molloy and
Jonathan Godwin and
Norman Alexander Rink and
Vinod Nair and
Dan Belov},
title = {Automap: Towards Ergonomic Automated Parallelism for {ML} Models},
journal = {CoRR},
volume = {abs/2112.02958},
year = {2021},
url = {https://arxiv.org/abs/2112.02958},
eprinttype = {arXiv},
eprint = {2112.02958},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02958.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiZVSNLPSVDC20,
author = {Shen Li and
Yanli Zhao and
Rohan Varma and
Omkar Salpekar and
Pieter Noordhuis and
Teng Li and
Adam Paszke and
Jeff Smith and
Brian Vaughan and
Pritam Damania and
Soumith Chintala},
title = {PyTorch Distributed: Experiences on Accelerating Data Parallel Training},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {12},
pages = {3005--3018},
year = {2020},
url = {http://www.vldb.org/pvldb/vol13/p3005-li.pdf},
doi = {10.14778/3415478.3415530},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/LiZVSNLPSVDC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mfcs/PaszkeP20,
author = {Adam Paszke and
Michal Pilipczuk},
editor = {Javier Esparza and
Daniel Kr{\'{a}}l'},
title = {{VC} Density of Set Systems Definable in Tree-Like Graphs},
booktitle = {45th International Symposium on Mathematical Foundations of Computer
Science, {MFCS} 2020, August 24-28, 2020, Prague, Czech Republic},
series = {LIPIcs},
volume = {170},
pages = {78:1--78:13},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2020},
url = {https://doi.org/10.4230/LIPIcs.MFCS.2020.78},
doi = {10.4230/LIPICS.MFCS.2020.78},
timestamp = {Mon, 21 Dec 2020 13:23:22 +0100},
biburl = {https://dblp.org/rec/conf/mfcs/PaszkeP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-14177,
author = {Adam Paszke and
Michal Pilipczuk},
title = {{VC} density of set systems defnable in tree-like graphs},
journal = {CoRR},
volume = {abs/2003.14177},
year = {2020},
url = {https://arxiv.org/abs/2003.14177},
eprinttype = {arXiv},
eprint = {2003.14177},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-14177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15704,
author = {Shen Li and
Yanli Zhao and
Rohan Varma and
Omkar Salpekar and
Pieter Noordhuis and
Teng Li and
Adam Paszke and
Jeff Smith and
Brian Vaughan and
Pritam Damania and
Soumith Chintala},
title = {PyTorch Distributed: Experiences on Accelerating Data Parallel Training},
journal = {CoRR},
volume = {abs/2006.15704},
year = {2020},
url = {https://arxiv.org/abs/2006.15704},
eprinttype = {arXiv},
eprint = {2006.15704},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15704.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/iscas/CanzianiCP17,
author = {Alfredo Canziani and
Eugenio Culurciello and
Adam Paszke},
title = {Evaluation of neural network architectures for embedded systems},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2017,
Baltimore, MD, USA, May 28-31, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISCAS.2017.8050276},
doi = {10.1109/ISCAS.2017.8050276},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/CanzianiCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CanzianiPC16,
author = {Alfredo Canziani and
Adam Paszke and
Eugenio Culurciello},
title = {An Analysis of Deep Neural Network Models for Practical Applications},
journal = {CoRR},
volume = {abs/1605.07678},
year = {2016},
url = {http://arxiv.org/abs/1605.07678},
eprinttype = {arXiv},
eprint = {1605.07678},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CanzianiPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PaszkeCKC16,
author = {Adam Paszke and
Abhishek Chaurasia and
Sangpil Kim and
Eugenio Culurciello},
title = {ENet: {A} Deep Neural Network Architecture for Real-Time Semantic
Segmentation},
journal = {CoRR},
volume = {abs/1606.02147},
year = {2016},
url = {http://arxiv.org/abs/1606.02147},
eprinttype = {arXiv},
eprint = {1606.02147},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PaszkeCKC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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