ToEFL: A Novel Approach for Training on Edge in Smart Agriculture

Author:

Mitra Alakananda1ORCID,Mohanty Saraju P.2ORCID,Kougianos Elias3ORCID

Affiliation:

1. Nebraska Water Center, University of Nebraska-Lincoln, USA and Advanced Cropping Systems Laboratory, USDA-ARS, USA

2. Department of Computer Science and Engineering, University of North Texas, USA

3. Department of Electrical Engineering, University of North Texas, USA

Publisher

ACM

Reference36 articles.

1. 2017. Federated Learning: Collaborative Machine Learning without Centralized Training Data. https://blog.research.google/2017/04/federated-learning-collaborative.html. Accessed on April 06 2024.

2. Rami Al-Rfou, Marc Pickett, Javier Snaider, Yun-Hsuan Sung, Brian Strope, and Ray Kurzweil. 2016. Conversational contextual cues: The case of personalization and history for response ranking. arXiv preprint arXiv:1606.00372 (2016).

3. XiNet: Efficient Neural Networks for tinyML

4. Sean Augenstein, H. Brendan McMahan, Daniel Ramage, Swaroop Ramaswamy, Peter Kairouz, Mingqing Chen, Rajiv Mathews, and Blaise Agüera y Arcas. 2019. Generative Models for Effective ML on Private, Decentralized Datasets. CoRR abs/1911.06679 (2019). arXiv:1911.06679http://arxiv.org/abs/1911.06679

5. Zachary Charles, Zachary Garrett, Zhouyuan Huo, Sergei Shmulyian, and Virginia Smith. 2021. On large-cohort training for federated learning. Advances in neural information processing systems 34 (2021), 20461–20475.

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