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Hamed Haddadi

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MELTing point: Mobile Evaluation of Language Transformers

Mar 20, 2024
Stefanos Laskaridis, Kleomenis Katevas, Lorenzo Minto, Hamed Haddadi

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MicroT: Low-Energy and Adaptive Models for MCUs

Mar 12, 2024
Yushan Huang, Ranya Aloufi, Xavier Cadet, Yuchen Zhao, Payam Barnaghi, Hamed Haddadi

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SunBlock: Cloudless Protection for IoT Systems

Jan 25, 2024
Vadim Safronov, Anna Maria Mandalari, Daniel J. Dubois, David Choffnes, Hamed Haddadi

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Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches

Nov 06, 2023
Siqi Li, Di Miao, Qiming Wu, Chuan Hong, Danny D'Agostino, Xin Li, Yilin Ning, Yuqing Shang, Huazhu Fu, Marcus Eng Hock Ong, Hamed Haddadi, Nan Liu

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Effective Abnormal Activity Detection on Multivariate Time Series Healthcare Data

Sep 11, 2023
Mengjia Niu, Yuchen Zhao, Hamed Haddadi

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A Study on the Reliability of Automatic Dysarthric Speech Assessments

Jun 07, 2023
Xavier F. Cadet, Ranya Aloufi, Sara Ahmadi-Abhari, Hamed Haddadi

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Evaluating The Robustness of Self-Supervised Representations to Background/Foreground Removal

Jun 02, 2023
Xavier F. Cadet, Ranya Aloufi, Alain Miranville, Sara Ahmadi-Abhari, Hamed Haddadi

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Towards Machine Learning and Inference for Resource-constrained MCUs

May 30, 2023
Yushan Huang, Hamed Haddadi

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Survey of Federated Learning Models for Spatial-Temporal Mobility Applications

May 10, 2023
Yacine Belal, Sonia Ben Mokhtar, Hamed Haddadi, Jaron Wang, Afra Mashhadi

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Federated and distributed learning applications for electronic health records and structured medical data: A scoping review

Apr 14, 2023
Siqi Li, Pinyan Liu, Gustavo G. Nascimento, Xinru Wang, Fabio Renato Manzolli Leite, Bibhas Chakraborty, Chuan Hong, Yilin Ning, Feng Xie, Zhen Ling Teo, Daniel Shu Wei Ting, Hamed Haddadi, Marcus Eng Hock Ong, Marco Aurélio Peres, Nan Liu

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