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@inproceedings{DBLP:conf/distributedml/BurlachenkoAAR23,
  author       = {Konstantin Burlachenko and
                  Abdulmajeed Alrowithi and
                  Fahad Ali Albalawi and
                  Peter Richt{\'{a}}rik},
  editor       = {Stefanos Laskaridis and
                  Alexey Tumanov and
                  Nathalie Baracaldo and
                  Dimitrios Vytiniotis},
  title        = {Federated Learning is Better with Non-Homomorphic Encryption},
  booktitle    = {Proceedings of the 4th International Workshop on Distributed Machine
                  Learning, DistributedML 2023, Paris, France, 8 December 2023},
  pages        = {49--84},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3630048.3630182},
  doi          = {10.1145/3630048.3630182},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/distributedml/BurlachenkoAAR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/distributedml/MalinovskyMR23,
  author       = {Grigory Malinovsky and
                  Konstantin Mishchenko and
                  Peter Richt{\'{a}}rik},
  editor       = {Stefanos Laskaridis and
                  Alexey Tumanov and
                  Nathalie Baracaldo and
                  Dimitrios Vytiniotis},
  title        = {Server-Side Stepsizes and Sampling Without Replacement Provably Help
                  in Federated Optimization},
  booktitle    = {Proceedings of the 4th International Workshop on Distributed Machine
                  Learning, DistributedML 2023, Paris, France, 8 December 2023},
  pages        = {85--104},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3630048.3630187},
  doi          = {10.1145/3630048.3630187},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/distributedml/MalinovskyMR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/distributedml/ShiR023,
  author       = {Hongrui Shi and
                  Valentin Radu and
                  Po Yang},
  editor       = {Stefanos Laskaridis and
                  Alexey Tumanov and
                  Nathalie Baracaldo and
                  Dimitrios Vytiniotis},
  title        = {Lightweight Workloads in Heterogeneous Federated Learning via Few-shot
                  Learning},
  booktitle    = {Proceedings of the 4th International Workshop on Distributed Machine
                  Learning, DistributedML 2023, Paris, France, 8 December 2023},
  pages        = {21--26},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3630048.3630185},
  doi          = {10.1145/3630048.3630185},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/distributedml/ShiR023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/distributedml/SingapuramHLZC23,
  author       = {Sanjay Sri Vallabh Singapuram and
                  Chuheng Hu and
                  Fan Lai and
                  Chengsong Zhang and
                  Mosharaf Chowdhury},
  editor       = {Stefanos Laskaridis and
                  Alexey Tumanov and
                  Nathalie Baracaldo and
                  Dimitrios Vytiniotis},
  title        = {Flamingo: {A} User-Centric System for Fast and Energy-Efficient {DNN}
                  Training on Smartphones},
  booktitle    = {Proceedings of the 4th International Workshop on Distributed Machine
                  Learning, DistributedML 2023, Paris, France, 8 December 2023},
  pages        = {1--10},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3630048.3630183},
  doi          = {10.1145/3630048.3630183},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/distributedml/SingapuramHLZC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/distributedml/StripelisATAA23,
  author       = {Dimitris Stripelis and
                  Chrysovalantis Anastasiou and
                  Patrick Toral and
                  Armaghan Asghar and
                  Jos{\'{e}} Luis Ambite},
  editor       = {Stefanos Laskaridis and
                  Alexey Tumanov and
                  Nathalie Baracaldo and
                  Dimitrios Vytiniotis},
  title        = {MetisFL: An Embarrassingly Parallelized Controller for Scalable {\&}
                  Efficient Federated Learning Workflows},
  booktitle    = {Proceedings of the 4th International Workshop on Distributed Machine
                  Learning, DistributedML 2023, Paris, France, 8 December 2023},
  pages        = {11--19},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3630048.3630186},
  doi          = {10.1145/3630048.3630186},
  timestamp    = {Thu, 30 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/distributedml/StripelisATAA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/distributedml/WulfertACWG23,
  author       = {Lars Wulfert and
                  Navidreza Asadi and
                  Wen{-}Yu Chung and
                  Christian Wiede and
                  Anton Grabmaier},
  editor       = {Stefanos Laskaridis and
                  Alexey Tumanov and
                  Nathalie Baracaldo and
                  Dimitrios Vytiniotis},
  title        = {Adaptive Decentralized Federated Gossip Learning for Resource-Constrained
                  IoT Devices},
  booktitle    = {Proceedings of the 4th International Workshop on Distributed Machine
                  Learning, DistributedML 2023, Paris, France, 8 December 2023},
  pages        = {27--33},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3630048.3630181},
  doi          = {10.1145/3630048.3630181},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/distributedml/WulfertACWG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/distributedml/XinIZCR23,
  author       = {Jihao Xin and
                  Ivan Ilin and
                  Shunkang Zhang and
                  Marco Canini and
                  Peter Richt{\'{a}}rik},
  editor       = {Stefanos Laskaridis and
                  Alexey Tumanov and
                  Nathalie Baracaldo and
                  Dimitrios Vytiniotis},
  title        = {Kimad: Adaptive Gradient Compression with Bandwidth Awareness},
  booktitle    = {Proceedings of the 4th International Workshop on Distributed Machine
                  Learning, DistributedML 2023, Paris, France, 8 December 2023},
  pages        = {35--48},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3630048.3630184},
  doi          = {10.1145/3630048.3630184},
  timestamp    = {Sun, 10 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/distributedml/XinIZCR23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/distributedml/2023,
  editor       = {Stefanos Laskaridis and
                  Alexey Tumanov and
                  Nathalie Baracaldo and
                  Dimitrios Vytiniotis},
  title        = {Proceedings of the 4th International Workshop on Distributed Machine
                  Learning, DistributedML 2023, Paris, France, 8 December 2023},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3630048},
  doi          = {10.1145/3630048},
  timestamp    = {Thu, 30 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/distributedml/2023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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