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Found 81 publication records. Showing 81 according to the selection in the facets
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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
1 | Sandra Deepthy Siby, Sina Abdollahi, Mohammad Maheri, Marios Kogias, Hamed Haddadi |
GuaranTEE: Towards Attestable and Private ML with CCA. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 1-9, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Dejan Grubisic, Volker Seeker, Gabriel Synnaeve, Hugh Leather, John M. Mellor-Crummey, Chris Cummins |
Priority Sampling of Large Language Models for Compilers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 91-97, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Konstantinos Papaioannou 0002, Thaleia Dimitra Doudali |
The Importance of Workload Choice in Evaluating LLM Inference Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 39-46, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
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1 | Neil Hurley, Erika Duriakova, James Geraci, Diarmuid O'Reilly-Morgan, Elias Z. Tragos, Barry Smyth, Aonghus Lawlor |
ALS Algorithm for Robust and Communication-Efficient Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 56-64, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Diarmuid O'Reilly-Morgan, Elias Z. Tragos, James Geraci, Qinqin Wang, Neil Hurley, Barry Smyth, Aonghus Lawlor |
A Hybrid Decentralised Learning Topology for Recommendations with Improved Privacy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 161-168, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Yushan Huang, Josh Millar, Yuxuan Long, Yuchen Zhao, Hamed Haddadi |
Towards Low-Energy Adaptive Personalization for Resource-Constrained Devices. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 73-80, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Connor Imes, Andrew Rittenbach, Peng Xie, Dong-In Kang, John Paul Walters, Stephen P. Crago |
Evaluating Deep Learning Recommendation Model Training Scalability with the Dynamic Opera Network. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 169-175, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Rahma Nouaji, Stella Bitchebe, Oana Balmau |
SpeedyLoader: Efficient Pipelining of Data Preprocessing and Machine Learning Training. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 65-72, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Houssem Eddine Souid, Lucas Ody, Youssef Achenchabe, Valentin Lemaire, Gianmarco Aversano, Sabri Skhiri |
Temporal Graph Generative Models: An empirical study. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 18-27, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Ahmed Menshawy, Zeeshan Nawaz, Mahmoud Fahmy |
Navigating Challenges and Technical Debt in Large Language Models Deployment. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 192-199, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Pol G. Recasens, Yue Zhu, Chen Wang 0039, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluis Berral |
Towards Pareto Optimal Throughput in Small Language Model Serving. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 144-152, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Ties Robroek, Ehsan Yousefzadeh-Asl-Miandoab, Pinar Tözün |
An Analysis of Collocation on GPUs for Deep Learning Training. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 81-90, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Abir Chebbi, Guido Kniesel, Nabil Abdennadher, Giovanna Dimarzo |
Enhancing Named Entity Recognition for Agricultural Commodity Monitoring with Large Language Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 208-213, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Petru Neague, Marcel Gregoriadis, Johan Pouwelse |
De-DSI: Decentralised Differentiable Search Index. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 134-143, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Bradley Aldous, Ahmed M. Abdelmoniem |
Comparative Profiling: Insights Into Latent Diffusion Model Training. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 176-183, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | |
Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024 ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![ACM The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Taiyi Wang, Eiko Yoneki |
IA2: Leveraging Instance-Aware Index Advisor with Reinforcement Learning for Diverse Workloads. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 10-17, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Hamid Ghasemirahni, Alireza Farshin, Mariano Scazzariello, Marco Chiesa, Dejan Kostic |
Deploying Stateful Network Functions Efficiently using Large Language Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 28-38, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Foteini Strati, Paul Elvinger, Tolga Kerimoglu, Ana Klimovic |
ML Training with Cloud GPU Shortages: Is Cross-Region the Answer? ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 107-116, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Georgia Christofidi, Thaleia Dimitra Doudali |
Do Predictors for Resource Overcommitment Even Predict? ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 153-160, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Kouider Chadli, Goetz Botterweck, Takfarinas Saber |
The Environmental Cost of Engineering Machine Learning-Enabled Systems: A Mapping Study. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 200-207, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Zeling Zhang, Dongqi Cai, Yiran Zhang, Mengwei Xu, Shangguang Wang, Ao Zhou 0001 |
FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 126-133, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Kamran Razavi, Saeid Ghafouri, Max Mühlhäuser, Pooyan Jamshidi, Lin Wang |
Sponge: Inference Serving with Dynamic SLOs Using In-Place Vertical Scaling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 184-191, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Yongjun He, Yao Lu, Gustavo Alonso |
Deferred Continuous Batching in Resource-Efficient Large Language Model Serving. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 98-106, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Connor Espenshade, Rachel Peng, Eumin Hong, Max Calman, Yue Zhu, Pritish Parida, Eun Kyung Lee, Martha A. Kim |
Characterizing Training Performance and Energy for Foundation Models and Image Classifiers on Multi-Instance GPUs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 47-55, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Keshav Santhanam, Deepti Raghavan, Muhammad Shahir Rahman, Thejas Venkatesh, Neha Kunjal, Pratiksha Thaker, Philip Alexander Levis, Matei Zaharia |
ALTO: An Efficient Network Orchestrator for Compound AI Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 4th Workshop on Machine Learning and Systems, EuroMLSys 2024, Athens, Greece, 22 April 2024, pp. 117-125, 2024, ACM. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
1 | Luke Nicholas Darlow, Artjom Joosen, Martin Asenov, Qiwen Deng, Jianfeng Wang, Adam Barker |
TSMix: time series data augmentation by mixing sources. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 109-114, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Eiko Yoneki, Luigi Nardi (eds.) |
Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023 ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![ACM The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Rishi Sharma 0001, Milos Vujasinovic |
Decentralized Learning Made Easy with DecentralizePy. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 34-41, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Theophilus A. Benson |
Illuminating the hidden challenges of data-driven CDNs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 94-103, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Alex Iacob, Pedro Porto Buarque de Gusmão, Nicholas D. Lane |
Can Fair Federated Learning Reduce the need for Personalisation? ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 131-139, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Ming-Chuan Wu, Manuel Bähr, Nils Braun, Katrin Honauer |
Actionable Data Insights for Machine Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 1-7, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Christoph Schulte, Sven Wagner, Armin Runge, Dimitrios Bariamis, Barbara Hammer |
Best of both, Structured and Unstructured Sparsity in Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 104-108, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Maximilian Böther, Foteini Strati, Viktor Gsteiger, Ana Klimovic |
Towards A Platform and Benchmark Suite for Model Training on Dynamic Datasets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 8-17, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Ravi Kumar Singh, Mayank Mishra, Rekha Singhal |
Scalable High-Performance Architecture for Evolving Recommender System. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 154-162, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Luke Nicholas Darlow, Artjom Joosen, Martin Asenov, Qiwen Deng, Jianfeng Wang, Adam Barker |
FoldFormer: sequence folding and seasonal attention for fine-grained long-term FaaS forecasting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 71-77, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Norah Alballa, Marco Canini |
A First Look at the Impact of Distillation Hyper-Parameters in Federated Knowledge Distillation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 123-130, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
1 | Ousmane Touat, Sara Bouchenak |
Towards Robust and Bias-free Federated Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 49-55, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Muhammad Sabih, Mikail Yayla, Frank Hannig, Jürgen Teich, Jian-Jia Chen |
Robust and Tiny Binary Neural Networks using Gradient-based Explainability Methods. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 87-93, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Andrei Paleyes, Neil David Lawrence |
Causal fault localisation in dataflow systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 140-147, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Ehsan Yousefzadeh-Asl-Miandoab, Ties Robroek, Pinar Tözün |
Profiling and Monitoring Deep Learning Training Tasks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 18-25, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Guoliang He, Zak Singh, Eiko Yoneki |
MCTS-GEB: Monte Carlo Tree Search is a Good E-graph Builder. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 26-33, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Minh Tri Le, Julyan Arbel |
TinyMLOps for real-time ultra-low power MCUs applied to frame-based event classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 148-153, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Chenyang Ma, Xinchi Qiu, Daniel J. Beutel, Nicholas D. Lane |
Gradient-less Federated Gradient Boosting Tree with Learnable Learning Rates. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 56-63, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Hongrui Shi, Valentin Radu, Po Yang 0001 |
Distributed Training for Speech Recognition using Local Knowledge Aggregation and Knowledge Distillation in Heterogeneous Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 64-70, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Dongqi Cai, Yaozong Wu, Haitao Yuan 0002, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu |
Towards Practical Few-shot Federated NLP. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 42-48, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Georgia Christofidi, Konstantinos Papaioannou 0002, Thaleia Dimitra Doudali |
Toward Pattern-based Model Selection for Cloud Resource Forecasting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 115-122, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Ravi Kumar Singh, Mayank Mishra, Rekha Singhal |
Accelerating Model Training: Performance Antipatterns Eliminator Framework. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 163-170, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Mehran Salmani, Saeid Ghafouri, Alireza Sanaee, Kamran Razavi, Max Mühlhäuser, Joseph Doyle, Pooyan Jamshidi, Mohsen Sharifi |
Reconciling High Accuracy, Cost-Efficiency, and Low Latency of Inference Serving Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: Proceedings of the 3rd Workshop on Machine Learning and Systems, EuroMLSys 2023, Rome, Italy, 8 May 2023, pp. 78-86, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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1 | Hongrui Shi, Valentin Radu |
Data selection for efficient model update in federated learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 72-78, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Sami Alabed, Eiko Yoneki |
BoGraph: structured bayesian optimization from logs for expensive systems with many parameters. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 45-53, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Guilherme H. Apostolo, Pablo Bauszat, Vinod Nigade, Henri E. Bal, Lin Wang 0015 |
Live video analytics as a service. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 37-44, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Filip Svoboda, Javier Fernández-Marqués, Edgar Liberis, Nicholas D. Lane |
Deep learning on microcontrollers: a study on deployment costs and challenges. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 54-63, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Davide Sanvito, Giuseppe Siracusano, Sharan Santhanam, Roberto Gonzalez, Roberto Bifulco |
syslrn: learning what to monitor for efficient anomaly detection. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 64-71, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Ahmed M. Abdelmoniem, Chen-Yu Ho 0001, Pantelis Papageorgiou, Marco Canini |
Empirical analysis of federated learning in heterogeneous environments. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 1-9, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Shay Vargaftik, Yaniv Ben-Itzhak |
Efficient multiclass classification with duet. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 10-19, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Kai-Hsun Chen, Huan-Ping Su, Wei-Chiu Chuang, Hung-Chang Hsiao, Wangda Tan, Zhankun Tang, Xun Liu, Yanbo Liang, Wen-Chih Lo, Wanqiang Ji, Byron Hsu, Keqiu Hu, HuiYang Jian, Quan Zhou, Chien-Min Wang |
Apache submarine: a unified machine learning platform made simple. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 101-108, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Nasrullah Sheikh, Xiao Qin 0003, Berthold Reinwald, Chuan Lei |
Scaling knowledge graph embedding models for link prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 87-94, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Haoran Qiu, Weichao Mao, Archit Patke, Chen Wang 0039, Hubertus Franke, Zbigniew T. Kalbarczyk, Tamer Basar, Ravishankar K. Iyer |
Reinforcement learning for resource management in multi-tenant serverless platforms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 20-28, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Eiko Yoneki, Luigi Nardi (eds.) |
EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022 ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![ACM, 978-1-4503-9254-9 The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Yibo Guo, An Wang 0002 |
dSyncPS: delayed synchronization for dynamic deployment of distributed machine learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 79-86, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Mengying Zhou, Zheng Li, Shihan Lin, Xin Wang 0002, Yang Chen 0001 |
FlexHTTP: an intelligent and scalable HTTP version selection system. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 29-36, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Muhammad Sabih, Frank Hannig, Jürgen Teich |
DyFiP: explainable AI-based dynamic filter pruning of convolutional neural networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 109-115, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Deepak-George Thomas, Tichakorn Wongpiromsarn, Ali Jannesari |
Temporal shift reinforcement learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys '22: Proceedings of the 2nd European Workshop on Machine Learning and Systems, Rennes, France, April 5 - 8, 2022, pp. 95-100, 2022, ACM, 978-1-4503-9254-9. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
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1 | Kai Zhu, Wenyi Zhao, Zhen Zheng, Tianyou Guo, Pengzhan Zhao, Junjie Bai, Jun Yang, Xiaoyong Liu, Lansong Diao, Wei Lin 0016 |
DISC: A Dynamic Shape Compiler for Machine Learning Workloads. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 89-95, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Gagan Somashekar, Anshul Gandhi |
Towards Optimal Configuration of Microservices. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 7-14, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Daniel Goodman, Adam Craig Pocock, Jason Peck, Guy L. Steele Jr. |
Vate: Runtime Adaptable Probabilistic Programming for Java. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 62-69, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Thomas Wang, Simone Ferlin, Marco Chiesa |
Predicting CPU usage for proactive autoscaling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 31-38, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Iulia Paun, Yashar Moshfeghi, Nikos Ntarmos |
Are we there yet? Estimating Training Time for Recommendation Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 39-47, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Sina Sheikholeslami, Moritz Meister, Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling |
AutoAblation: Automated Parallel Ablation Studies for Deep Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 55-61, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Edgar Liberis, Lukasz Dudziak, Nicholas D. Lane |
μNAS: Constrained Neural Architecture Search for Microcontrollers. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 70-79, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Ethan Bayne, Xavier J. A. Bellekens |
Developing a Siamese Network for Intrusion Detection Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 120-126, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Octavian Machidon, Davor Sluga, Veljko Pejovic |
Queen Jane Approximately: Enabling Efficient Neural Network Inference with Context-Adaptivity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 48-54, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Vaikkunth Mugunthan, Vignesh Gokul, Lalana Kagal, Shlomo Dubnov |
DPD-InfoGAN: Differentially Private Distributed InfoGAN. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 1-6, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Keshav Santhanam, Siddharth Krishna 0001, Ryota Tomioka, Andrew W. Fitzgibbon, Tim Harris 0001 |
DistIR: An Intermediate Representation for Optimizing Distributed Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 15-23, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Rik Mulder, Valentin Radu, Christophe Dubach |
Fast Optimisation of Convolutional Neural Network Inference using System Performance Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 104-110, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Daniel Mendoza, Francisco Romero, Qian Li 0027, Neeraja J. Yadwadkar, Christos Kozyrakis |
Interference-Aware Scheduling for Inference Serving. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 80-88, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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1 | Thomas Schmied, Diego Didona, Andreas C. Döring, Thomas P. Parnell, Nikolas Ioannou |
Towards a General Framework for ML-based Self-tuning Databases. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 24-30, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Sami Alabed, Eiko Yoneki |
High-Dimensional Bayesian Optimization with Multi-Task Learning for RocksDB. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 111-119, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Ahmed M. Abdelmoniem, Marco Canini |
Towards Mitigating Device Heterogeneity in Federated Learning via Adaptive Model Quantization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![In: EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021, pp. 96-103, 2021, ACM, 978-1-4503-8298-4. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
1 | Eiko Yoneki, Paul Patras (eds.) |
EuroMLSys@EuroSys 2021, Proceedings of the 1st Workshop on Machine Learning and Systemsg Virtual Event, Edinburgh, Scotland, UK, 26 April, 2021 ![Search on Bibsonomy](Pics/bibsonomy.png) |
EuroMLSys@EuroSys ![ACM, 978-1-4503-8298-4 The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
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