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ORCIDBibTeX records: Hans Pabst
@article{DBLP:journals/corr/abs-2304-12576,
author = {Evangelos Georganas and
Dhiraj D. Kalamkar and
Kirill Voronin and
Antonio Noack and
Hans Pabst and
Alexander Breuer and
Alexander Heinecke},
title = {Harnessing Deep Learning and {HPC} Kernels via High-Level Loop and
Tensor Abstractions on {CPU} Architectures},
journal = {CoRR},
volume = {abs/2304.12576},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.12576},
doi = {10.48550/ARXIV.2304.12576},
eprinttype = {arXiv},
eprint = {2304.12576},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-12576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/GeorganasKAAAAB22,
author = {Evangelos Georganas and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Menachem Adelman and
Deepti Aggarwal and
Cristina Anderson and
Alexander Breuer and
Jeremy Bruestle and
Narendra Chaudhary and
Abhisek Kundu and
Denise Kutnick and
Frank Laub and
Md. Vasimuddin and
Sanchit Misra and
Ramanarayan Mohanty and
Hans Pabst and
Brian Retford and
Barukh Ziv and
Alexander Heinecke},
title = {Tensor Processing Primitives: {A} Programming Abstraction for Efficiency
and Portability in Deep Learning and {HPC} Workloads},
journal = {Frontiers Appl. Math. Stat.},
volume = {8},
pages = {826269},
year = {2022},
url = {https://doi.org/10.3389/fams.2022.826269},
doi = {10.3389/FAMS.2022.826269},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fams/GeorganasKAAAAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/SchadeKELSLPMHK22,
author = {Robert Schade and
Tobias Kenter and
Hossam Elgabarty and
Michael Lass and
Ole Sch{\"{u}}tt and
Alfio Lazzaro and
Hans Pabst and
Stephan Mohr and
J{\"{u}}rg Hutter and
Thomas D. K{\"{u}}hne and
Christian Plessl},
title = {Towards electronic structure-based \emph{ab-initio} molecular dynamics
simulations with hundreds of millions of atoms},
journal = {Parallel Comput.},
volume = {111},
pages = {102920},
year = {2022},
url = {https://doi.org/10.1016/j.parco.2022.102920},
doi = {10.1016/J.PARCO.2022.102920},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pc/SchadeKELSLPMHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/RehmVSPCCBK21,
author = {Florian Rehm and
Sofia Vallecorsa and
Vikram A. Saletore and
Hans Pabst and
Adel Chaibi and
Valeriu Codreanu and
Kerstin Borras and
Dirk Kr{\"{u}}cker},
editor = {Maria De Marsico and
Gabriella Sanniti di Baja and
Ana L. N. Fred},
title = {Reduced Precision Strategies for Deep Learning: {A} High Energy Physics
Generative Adversarial Network Use Case},
booktitle = {Proceedings of the 10th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2021, Online Streaming, February
4-6, 2021},
pages = {251--258},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010245002510258},
doi = {10.5220/0010245002510258},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpram/RehmVSPCCBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/GeorganasKAAABB21,
author = {Evangelos Georganas and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Menachem Adelman and
Cristina Anderson and
Alexander Breuer and
Jeremy Bruestle and
Narendra Chaudhary and
Abhisek Kundu and
Denise Kutnick and
Frank Laub and
Md. Vasimuddin and
Sanchit Misra and
Ramanarayan Mohanty and
Hans Pabst and
Barukh Ziv and
Alexander Heinecke},
editor = {Bronis R. de Supinski and
Mary W. Hall and
Todd Gamblin},
title = {Tensor processing primitives: a programming abstraction for efficiency
and portability in deep learning workloads},
booktitle = {International Conference for High Performance Computing, Networking,
Storage and Analysis, {SC} 2021, St. Louis, Missouri, USA, November
14-19, 2021},
pages = {14},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3458817.3476206},
doi = {10.1145/3458817.3476206},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/GeorganasKAAABB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10142,
author = {Florian Rehm and
Sofia Vallecorsa and
Vikram A. Saletore and
Hans Pabst and
Adel Chaibi and
Valeriu Codreanu and
Kerstin Borras and
Dirk Kr{\"{u}}cker},
title = {Reduced Precision Strategies for Deep Learning: {A} High Energy Physics
Generative Adversarial Network Use Case},
journal = {CoRR},
volume = {abs/2103.10142},
year = {2021},
url = {https://arxiv.org/abs/2103.10142},
eprinttype = {arXiv},
eprint = {2103.10142},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05755,
author = {Evangelos Georganas and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Menachem Adelman and
Cristina Anderson and
Alexander Breuer and
Narendra Chaudhary and
Abhisek Kundu and
Md. Vasimuddin and
Sanchit Misra and
Ramanarayan Mohanty and
Hans Pabst and
Barukh Ziv and
Alexander Heinecke},
title = {Tensor Processing Primitives: {A} Programming Abstraction for Efficiency
and Portability in Deep Learning Workloads},
journal = {CoRR},
volume = {abs/2104.05755},
year = {2021},
url = {https://arxiv.org/abs/2104.05755},
eprinttype = {arXiv},
eprint = {2104.05755},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08245,
author = {Robert Schade and
Tobias Kenter and
Hossam Elgabarty and
Michael Lass and
Ole Sch{\"{u}}tt and
Alfio Lazzaro and
Hans Pabst and
Stephan Mohr and
J{\"{u}}rg Hutter and
Thomas D. K{\"{u}}hne and
Christian Plessl},
title = {Enabling Electronic Structure-Based Ab-Initio Molecular Dynamics Simulations
with Hundreds of Millions of Atoms},
journal = {CoRR},
volume = {abs/2104.08245},
year = {2021},
url = {https://arxiv.org/abs/2104.08245},
eprinttype = {arXiv},
eprint = {2104.08245},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/Georganas0KAVAH20,
author = {Evangelos Georganas and
Kunal Banerjee and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Anand Venkat and
Michael J. Anderson and
Greg Henry and
Hans Pabst and
Alexander Heinecke},
title = {Harnessing Deep Learning via a Single Building Block},
booktitle = {2020 {IEEE} International Parallel and Distributed Processing Symposium
(IPDPS), New Orleans, LA, USA, May 18-22, 2020},
pages = {222--233},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IPDPS47924.2020.00032},
doi = {10.1109/IPDPS47924.2020.00032},
timestamp = {Wed, 22 Jul 2020 15:53:25 +0200},
biburl = {https://dblp.org/rec/conf/ipps/Georganas0KAVAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-06440,
author = {Evangelos Georganas and
Kunal Banerjee and
Dhiraj D. Kalamkar and
Sasikanth Avancha and
Anand Venkat and
Michael J. Anderson and
Greg Henry and
Hans Pabst and
Alexander Heinecke},
title = {High-Performance Deep Learning via a Single Building Block},
journal = {CoRR},
volume = {abs/1906.06440},
year = {2019},
url = {http://arxiv.org/abs/1906.06440},
eprinttype = {arXiv},
eprint = {1906.06440},
timestamp = {Sat, 04 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-06440.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/GeorganasABKHPH18,
author = {Evangelos Georganas and
Sasikanth Avancha and
Kunal Banerjee and
Dhiraj D. Kalamkar and
Greg Henry and
Hans Pabst and
Alexander Heinecke},
title = {Anatomy of high-performance deep learning convolutions on {SIMD} architectures},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage, and Analysis, {SC} 2018, Dallas, TX, USA, November
11-16, 2018},
pages = {66:1--66:12},
publisher = {{IEEE} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3291744},
timestamp = {Sat, 04 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/GeorganasABKHPH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/VallecorsaCKPCS18,
author = {Sofia Vallecorsa and
Federico Carminati and
Gulrukh Khattak and
Damian Podareanu and
Valeriu Codreanu and
Vikram A. Saletore and
Hans Pabst},
editor = {Rio Yokota and
Mich{\`{e}}le Weiland and
John Shalf and
Sadaf R. Alam},
title = {Distributed Training of Generative Adversarial Networks for Fast Detector
Simulation},
booktitle = {High Performance Computing - {ISC} High Performance 2018 International
Workshops, Frankfurt/Main, Germany, June 28, 2018, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {11203},
pages = {487--503},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-02465-9\_35},
doi = {10.1007/978-3-030-02465-9\_35},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/supercomputer/VallecorsaCKPCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-02876,
author = {Kim Albertsson and
Piero Altoe and
Dustin Anderson and
Michael Andrews and
Juan Pedro Araque Espinosa and
Adam Aurisano and
Laurent Basara and
Adrian Bevan and
Wahid Bhimji and
Daniele Bonacorsi and
Paolo Calafiura and
Mario Campanelli and
Louis Capps and
Federico Carminati and
Stefano Carrazza and
Taylor Childers and
Elias Coniavitis and
Kyle Cranmer and
Claire David and
Douglas Davis and
Javier M. Duarte and
Martin Erdmann and
Jonas Eschle and
Amir Farbin and
Matthew Feickert and
Nuno Filipe Castro and
Conor Fitzpatrick and
Michele Floris and
Alessandra Forti and
Jordi Garra{-}Tico and
Jochen Gemmler and
Maria Girone and
Paul Glaysher and
Sergei Gleyzer and
Vladimir V. Gligorov and
Tobias Golling and
Jonas Graw and
Lindsey Gray and
Dick Greenwood and
Thomas Hacker and
John Harvey and
Benedikt Hegner and
Lukas Heinrich and
Ben Hooberman and
Johannes Junggeburth and
Michael Kagan and
Meghan Kane and
Konstantin Kanishchev and
Przemyslaw Karpinski and
Zahari Kassabov and
Gaurav Kaul and
Dorian Kcira and
Thomas Keck and
Alexei Klimentov and
Jim Kowalkowski and
Luke Kreczko and
Alexander Kurepin and
Rob Kutschke and
Valentin Kuznetsov and
Nicolas K{\"{o}}hler and
Igor Lakomov and
Kevin Lannon and
Mario Lassnig and
Antonio Limosani and
Gilles Louppe and
Aashrita Mangu and
Pere Mato and
Narain Meenakshi and
Helge Meinhard and
Dario Menasce and
Lorenzo Moneta and
Seth Moortgat and
Mark S. Neubauer and
Harvey B. Newman and
Hans Pabst and
Michela Paganini and
Manfred Paulini and
Gabriel N. Perdue and
Uzziel Perez and
Attilio Picazio and
Jim Pivarski and
Harrison Prosper and
Fernanda Psihas and
Alexander Radovic and
Ryan Reece and
Aurelius Rinkevicius and
Eduardo Rodrigues and
Jamal Rorie and
David Rousseau and
Aaron Sauers and
Steven Schramm and
Ariel Schwartzman and
Horst Severini and
Paul Seyfert and
Filip Siroky and
Konstantin Skazytkin and
Mike Sokoloff and
Graeme Andrew Stewart and
Bob Stienen and
Ian Stockdale and
Giles Chatham Strong and
Savannah Thais and
Karen Tomko and
Eli Upfal and
Emanuele Usai and
Andrey Ustyuzhanin and
Martin Vala and
Sofia Vallecorsa and
Mauro Verzetti and
Xavier Vilas{\'{\i}}s{-}Cardona and
Jean{-}Roch Vlimant and
Ilija Vukotic and
Sean{-}Jiun Wang and
Gordon Watts and
Michael Williams and
Wenjing Wu and
Stefan Wunsch and
Omar Zapata},
title = {Machine Learning in High Energy Physics Community White Paper},
journal = {CoRR},
volume = {abs/1807.02876},
year = {2018},
url = {http://arxiv.org/abs/1807.02876},
eprinttype = {arXiv},
eprint = {1807.02876},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-02876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-05567,
author = {Evangelos Georganas and
Sasikanth Avancha and
Kunal Banerjee and
Dhiraj D. Kalamkar and
Greg Henry and
Hans Pabst and
Alexander Heinecke},
title = {Anatomy Of High-Performance Deep Learning Convolutions On {SIMD} Architectures},
journal = {CoRR},
volume = {abs/1808.05567},
year = {2018},
url = {http://arxiv.org/abs/1808.05567},
eprinttype = {arXiv},
eprint = {1808.05567},
timestamp = {Sat, 04 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-05567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/parco/BethuneGHLPR17,
author = {Iain Bethune and
Andreas Gl{\"{o}}ss and
J{\"{u}}rg Hutter and
Alfio Lazzaro and
Hans Pabst and
Fiona Reid},
editor = {Sanzio Bassini and
Marco Danelutto and
Patrizio Dazzi and
Gerhard R. Joubert and
Frans J. Peters},
title = {Porting of the {DBCSR} Library for Sparse Matrix-Matrix Multiplications
to Intel Xeon Phi Systems},
booktitle = {Parallel Computing is Everywhere, Proceedings of the International
Conference on Parallel Computing, ParCo 2017, 12-15 September 2017,
Bologna, Italy},
series = {Advances in Parallel Computing},
volume = {32},
pages = {47--56},
publisher = {{IOS} Press},
year = {2017},
url = {https://doi.org/10.3233/978-1-61499-843-3-47},
doi = {10.3233/978-1-61499-843-3-47},
timestamp = {Thu, 08 Mar 2018 09:54:45 +0100},
biburl = {https://dblp.org/rec/conf/parco/BethuneGHLPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-03604,
author = {Iain Bethune and
Andreas Gl{\"{o}}ss and
J{\"{u}}rg Hutter and
Alfio Lazzaro and
Hans Pabst and
Fiona Reid},
title = {Porting of the {DBCSR} library for Sparse Matrix-Matrix Multiplications
to Intel Xeon Phi systems},
journal = {CoRR},
volume = {abs/1708.03604},
year = {2017},
url = {http://arxiv.org/abs/1708.03604},
eprinttype = {arXiv},
eprint = {1708.03604},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-03604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/HeineckeHHP16,
author = {Alexander Heinecke and
Greg Henry and
Maxwell Hutchinson and
Hans Pabst},
editor = {John West and
Cherri M. Pancake},
title = {{LIBXSMM:} accelerating small matrix multiplications by runtime code
generation},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2016, Salt Lake City, UT, USA,
November 13-18, 2016},
pages = {981--991},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/SC.2016.83},
doi = {10.1109/SC.2016.83},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/HeineckeHHP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/HutchinsonHPHPK16,
author = {Maxwell Hutchinson and
Alexander Heinecke and
Hans Pabst and
Greg Henry and
Matteo Parsani and
David E. Keyes},
editor = {Julian M. Kunkel and
Pavan Balaji and
Jack J. Dongarra},
title = {Efficiency of High Order Spectral Element Methods on Petascale Architectures},
booktitle = {High Performance Computing - 31st International Conference, {ISC}
High Performance 2016, Frankfurt, Germany, June 19-23, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9697},
pages = {449--466},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41321-1\_23},
doi = {10.1007/978-3-319-41321-1\_23},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/supercomputer/HutchinsonHPHPK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ispdc/PabstBK12,
author = {Hans Pabst and
Bev Bachmayer and
Michael Klemm},
editor = {Michael Bader and
Hans{-}Joachim Bungartz and
Dan Grigoras and
Miriam Mehl and
Ralf{-}Peter Mundani and
Rodica Potolea},
title = {Performance of a Structure-Detecting SpMV Using the {CSR} Matrix Representation},
booktitle = {11th International Symposium on Parallel and Distributed Computing,
{ISPDC} 2012, Munich, Germany, June 25-29, 2012},
pages = {3--10},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ISPDC.2012.9},
doi = {10.1109/ISPDC.2012.9},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ispdc/PabstBK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/haw/HeineckeKPP11,
author = {Alexander Heinecke and
Michael Klemm and
Hans Pabst and
Dirk Pfl{\"{u}}ger},
editor = {Rainer Keller and
David Kramer and
Jan{-}Philipp Weiss},
title = {Towards High-Performance Implementations of a Custom {HPC} Kernel
Using {\textregistered} Array Building Blocks},
booktitle = {Facing the Multicore - Challenge {II} - Aspects of New Paradigms and
Technologies in Parallel Computing [Proceedings of a conference held
at the Karlsruhe Institute of Technology (KIT), September 28-30, 2011]},
series = {Lecture Notes in Computer Science},
volume = {7174},
pages = {36--47},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-30397-5\_4},
doi = {10.1007/978-3-642-30397-5\_4},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/haw/HeineckeKPP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/BernalTPNM10,
author = {Ariel Bernal and
Ashok Thirumurthi and
Hans Pabst and
Tyler Nowicki and
Michael McCool},
editor = {James L. Mohler},
title = {Multigrid optical flow for deformable medical volume registration},
booktitle = {International Conference on Computer Graphics and Interactive Techniques,
{SIGGRAPH} 2010, Los Angeles, California, USA, July 26-30, 2010, Talks
Proceedings},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1837026.1837052},
doi = {10.1145/1837026.1837052},
timestamp = {Tue, 06 Nov 2018 16:59:18 +0100},
biburl = {https://dblp.org/rec/conf/siggraph/BernalTPNM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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