BibTeX records: Dominik Marek Loroch

• > Home > Persons > Dominik Marek Loroch

@inproceedings{DBLP:conf/fpl/NeyLRWKW21,
  author       = {Jonas Ney and
                  Dominik Marek Loroch and
                  Vladimir Rybalkin and
                  Nico Weber and
                  Jens Kr{\"{u}}ger and
                  Norbert Wehn},
  title        = {{HALF:} Holistic Auto Machine Learning for FPGAs},
  booktitle    = {31st International Conference on Field-Programmable Logic and Applications,
                  {FPL} 2021, Dresden, Germany, August 30 - Sept. 3, 2021},
  pages        = {363--368},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/FPL53798.2021.00069},
  doi          = {10.1109/FPL53798.2021.00069},
  timestamp    = {Mon, 18 Oct 2021 17:08:51 +0200},
  biburl       = {https://dblp.org/rec/conf/fpl/NeyLRWKW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/samos/AichrothAGGJJKK21,
  author       = {Patrick Aichroth and
                  Christoph Antes and
                  Pierre Gembatzka and
                  Holger Graf and
                  David S. Johnson and
                  Matthias Jung and
                  Thomas K{\"{a}}mpfe and
                  Thomas Kleinberger and
                  Thomas K{\"{o}}llmer and
                  Thomas Kuhn and
                  Christoph Kutter and
                  Jens Kr{\"{u}}ger and
                  Dominik Marek Loroch and
                  Hanna M. Lukashevich and
                  Nellie Laleni and
                  Lei Zhang and
                  Johannes Leugering and
                  Rodrigo Mart{\'{\i}}n Fern{\'{a}}ndez and
                  Loreto Mateu and
                  Shaown Mojumder and
                  Benjamin Prautsch and
                  Ferdinand Pscheidl and
                  Karsten Roscher and
                  S{\"{o}}ren Schneickert and
                  Frank Vanselow and
                  Paul Wallbott and
                  Oliver Walter and
                  Nico Weber},
  editor       = {Alex Orailoglu and
                  Matthias Jung and
                  Marc Reichenbach},
  title        = {SEC-Learn: Sensor Edge Cloud for Federated Learning - Invited Paper},
  booktitle    = {Embedded Computer Systems: Architectures, Modeling, and Simulation
                  - 21st International Conference, {SAMOS} 2021, Virtual Event, July
                  4-8, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13227},
  pages        = {432--448},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-031-04580-6\_29},
  doi          = {10.1007/978-3-031-04580-6\_29},
  timestamp    = {Wed, 08 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/samos/AichrothAGGJJKK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2106-14771,
  author       = {Jonas Ney and
                  Dominik Marek Loroch and
                  Vladimir Rybalkin and
                  Nico Weber and
                  Jens Kr{\"{u}}ger and
                  Norbert Wehn},
  title        = {{HALF:} Holistic Auto Machine Learning for FPGAs},
  journal      = {CoRR},
  volume       = {abs/2106.14771},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.14771},
  eprinttype    = {arXiv},
  eprint       = {2106.14771},
  timestamp    = {Tue, 06 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-14771.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/LorochPWK18,
  author       = {Dominik Marek Loroch and
                  Franz{-}Josef Pfreundt and
                  Norbert Wehn and
                  Janis Keuper},
  editor       = {Anna Monreale and
                  Carlos Alzate and
                  Michael Kamp and
                  Yamuna Krishnamurthy and
                  Daniel Paurat and
                  Moamar Sayed Mouchaweh and
                  Albert Bifet and
                  Jo{\~{a}}o Gama and
                  Rita P. Ribeiro},
  title        = {Sparsity in Deep Neural Networks - An Empirical Investigation with
                  TensorQuant},
  booktitle    = {{ECML} {PKDD} 2018 Workshops - {DMLE} 2018 and IoTStream 2018, Dublin,
                  Ireland, September 10-14, 2018, Revised Selected Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {967},
  pages        = {5--20},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-14880-5\_1},
  doi          = {10.1007/978-3-030-14880-5\_1},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/LorochPWK18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1808-08784,
  author       = {Dominik Marek Loroch and
                  Franz{-}Josef Pfreundt and
                  Norbert Wehn and
                  Janis Keuper},
  title        = {Sparsity in Deep Neural Networks - An Empirical Investigation with
                  TensorQuant},
  journal      = {CoRR},
  volume       = {abs/1808.08784},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.08784},
  eprinttype    = {arXiv},
  eprint       = {1808.08784},
  timestamp    = {Sun, 02 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-08784.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/sc/LorochPWK17,
  author       = {Dominik Marek Loroch and
                  Franz{-}Josef Pfreundt and
                  Norbert Wehn and
                  Janis Keuper},
  title        = {TensorQuant: {A} Simulation Toolbox for Deep Neural Network Quantization},
  booktitle    = {Proceedings of the Machine Learning on {HPC} Environments, MLHPC@SC
                  2017, Denver, CO, USA, November 13, 2017},
  pages        = {1:1--1:8},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3146347.3146348},
  doi          = {10.1145/3146347.3146348},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sc/LorochPWK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1710-05758,
  author       = {Dominik Marek Loroch and
                  Norbert Wehn and
                  Franz{-}Josef Pfreundt and
                  Janis Keuper},
  title        = {TensorQuant - {A} Simulation Toolbox for Deep Neural Network Quantization},
  journal      = {CoRR},
  volume       = {abs/1710.05758},
  year         = {2017},
  url          = {http://arxiv.org/abs/1710.05758},
  eprinttype    = {arXiv},
  eprint       = {1710.05758},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1710-05758.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}