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@inproceedings{DBLP:conf/eurosys/AlballaC23,
  author       = {Norah Alballa and
                  Marco Canini},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {A First Look at the Impact of Distillation Hyper-Parameters in Federated
                  Knowledge Distillation},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {123--130},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592590},
  doi          = {10.1145/3578356.3592590},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/AlballaC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/Benson23,
  author       = {Theophilus A. Benson},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Illuminating the hidden challenges of data-driven CDNs},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {94--103},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592574},
  doi          = {10.1145/3578356.3592574},
  timestamp    = {Sat, 27 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/Benson23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/BotherSGK23,
  author       = {Maximilian B{\"{o}}ther and
                  Foteini Strati and
                  Viktor Gsteiger and
                  Ana Klimovic},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Towards {A} Platform and Benchmark Suite for Model Training on Dynamic
                  Datasets},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {8--17},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592585},
  doi          = {10.1145/3578356.3592585},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/BotherSGK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/CaiWYWLX23,
  author       = {Dongqi Cai and
                  Yaozong Wu and
                  Haitao Yuan and
                  Shangguang Wang and
                  Felix Xiaozhu Lin and
                  Mengwei Xu},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Towards Practical Few-shot Federated {NLP}},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {42--48},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592575},
  doi          = {10.1145/3578356.3592575},
  timestamp    = {Sat, 27 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/CaiWYWLX23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/ChristofidiPD23,
  author       = {Georgia Christofidi and
                  Konstantinos Papaioannou and
                  Thaleia Dimitra Doudali},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Toward Pattern-based Model Selection for Cloud Resource Forecasting},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {115--122},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592588},
  doi          = {10.1145/3578356.3592588},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/ChristofidiPD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/DarlowJADWB23,
  author       = {Luke Nicholas Darlow and
                  Artjom Joosen and
                  Martin Asenov and
                  Qiwen Deng and
                  Jianfeng Wang and
                  Adam Barker},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {FoldFormer: sequence folding and seasonal attention for fine-grained
                  long-term FaaS forecasting},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {71--77},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592582},
  doi          = {10.1145/3578356.3592582},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/DarlowJADWB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/DarlowJADWB23a,
  author       = {Luke Nicholas Darlow and
                  Artjom Joosen and
                  Martin Asenov and
                  Qiwen Deng and
                  Jianfeng Wang and
                  Adam Barker},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {TSMix: time series data augmentation by mixing sources},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {109--114},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592584},
  doi          = {10.1145/3578356.3592584},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/DarlowJADWB23a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/DhasadeKPSV23,
  author       = {Akash Dhasade and
                  Anne{-}Marie Kermarrec and
                  Rafael Pires and
                  Rishi Sharma and
                  Milos Vujasinovic},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Decentralized Learning Made Easy with DecentralizePy},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {34--41},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592587},
  doi          = {10.1145/3578356.3592587},
  timestamp    = {Fri, 23 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eurosys/DhasadeKPSV23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/HeSY23,
  author       = {Guoliang He and
                  Zak Singh and
                  Eiko Yoneki},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {{MCTS-GEB:} Monte Carlo Tree Search is a Good E-graph Builder},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {26--33},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592577},
  doi          = {10.1145/3578356.3592577},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/HeSY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/IacobGL23,
  author       = {Alex Iacob and
                  Pedro Porto Buarque de Gusm{\~{a}}o and
                  Nicholas D. Lane},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Can Fair Federated Learning Reduce the need for Personalisation?},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {131--139},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592592},
  doi          = {10.1145/3578356.3592592},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/IacobGL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/LeA23,
  author       = {Minh Tri Le and
                  Julyan Arbel},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {TinyMLOps for real-time ultra-low power MCUs applied to frame-based
                  event classification},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {148--153},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592586},
  doi          = {10.1145/3578356.3592586},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/LeA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/MaQBL23,
  author       = {Chenyang Ma and
                  Xinchi Qiu and
                  Daniel J. Beutel and
                  Nicholas D. Lane},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Gradient-less Federated Gradient Boosting Tree with Learnable Learning
                  Rates},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {56--63},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592579},
  doi          = {10.1145/3578356.3592579},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/MaQBL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/PaleyesL23,
  author       = {Andrei Paleyes and
                  Neil David Lawrence},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Causal fault localisation in dataflow systems},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {140--147},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592593},
  doi          = {10.1145/3578356.3592593},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/PaleyesL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/SabihYHTC23,
  author       = {Muhammad Sabih and
                  Mikail Yayla and
                  Frank Hannig and
                  J{\"{u}}rgen Teich and
                  Jian{-}Jia Chen},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Robust and Tiny Binary Neural Networks using Gradient-based Explainability
                  Methods},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {87--93},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592595},
  doi          = {10.1145/3578356.3592595},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/SabihYHTC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/SalmaniGSRMDJS23,
  author       = {Mehran Salmani and
                  Saeid Ghafouri and
                  Alireza Sanaee and
                  Kamran Razavi and
                  Max M{\"{u}}hlh{\"{a}}user and
                  Joseph Doyle and
                  Pooyan Jamshidi and
                  Mohsen Sharifi},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference
                  Serving Systems},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {78--86},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592578},
  doi          = {10.1145/3578356.3592578},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/SalmaniGSRMDJS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/SchulteWRBH23,
  author       = {Christoph Schulte and
                  Sven Wagner and
                  Armin Runge and
                  Dimitrios Bariamis and
                  Barbara Hammer},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Best of both, Structured and Unstructured Sparsity in Neural Networks},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {104--108},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592583},
  doi          = {10.1145/3578356.3592583},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/SchulteWRBH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/ShiRY23,
  author       = {Hongrui Shi and
                  Valentin Radu and
                  Po Yang},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Distributed Training for Speech Recognition using Local Knowledge
                  Aggregation and Knowledge Distillation in Heterogeneous Systems},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {64--70},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592591},
  doi          = {10.1145/3578356.3592591},
  timestamp    = {Sat, 27 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/ShiRY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/SinghMS23,
  author       = {Ravi Kumar Singh and
                  Mayank Mishra and
                  Rekha Singhal},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Scalable High-Performance Architecture for Evolving Recommender System},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {154--162},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592594},
  doi          = {10.1145/3578356.3592594},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/SinghMS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/SinghMS23a,
  author       = {Ravi Kumar Singh and
                  Mayank Mishra and
                  Rekha Singhal},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Accelerating Model Training: Performance Antipatterns Eliminator Framework},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {163--170},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592596},
  doi          = {10.1145/3578356.3592596},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/SinghMS23a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/TouatB23,
  author       = {Ousmane Touat and
                  Sara Bouchenak},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Towards Robust and Bias-free Federated Learning},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {49--55},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592576},
  doi          = {10.1145/3578356.3592576},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/TouatB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/WuBBH23,
  author       = {Ming{-}Chuan Wu and
                  Manuel B{\"{a}}hr and
                  Nils Braun and
                  Katrin Honauer},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Actionable Data Insights for Machine Learning},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {1--7},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592581},
  doi          = {10.1145/3578356.3592581},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/WuBBH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/eurosys/Yousefzadeh-Asl-Miandoab23,
  author       = {Ehsan Yousefzadeh{-}Asl{-}Miandoab and
                  Ties Robroek and
                  Pinar T{\"{o}}z{\"{u}}n},
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Profiling and Monitoring Deep Learning Training Tasks},
  booktitle    = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  pages        = {18--25},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356.3592589},
  doi          = {10.1145/3578356.3592589},
  timestamp    = {Wed, 17 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/Yousefzadeh-Asl-Miandoab23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/eurosys/2023ml,
  editor       = {Eiko Yoneki and
                  Luigi Nardi},
  title        = {Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys
                  2023, Rome, Italy, 8 May 2023},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3578356},
  doi          = {10.1145/3578356},
  timestamp    = {Mon, 08 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eurosys/2023ml.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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