Results 21 to 30 of about 295,205 (263)
IET Smart Grid, 2022 With the development of the electricity market, peer‐to‐peer (P2P) transaction plays an important role in promoting local consumption of renewable energy and arousing the enthusiasm of prosumers.
Dajian Peng +4 more
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Robust peer-to-peer learning via secure multi-party computation
Journal of Information and Intelligence, 2023 To solve the data island problem, federated learning (FL) provides a solution paradigm where each client sends the model parameters but not the data to a server for model aggregation.
Yongkang Luo +4 more
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Peer-to-peer Federated Learning on Graphs
CoRR, 2019 We consider the problem of training a machine learning model over a network of nodes in a fully decentralized framework. The nodes take a Bayesian-like approach via the introduction of a belief over the model parameter space. We propose a distributed learning algorithm in which nodes update their belief by aggregate information from their one-hop ...
Anusha Lalitha +3 more
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Online Peer-Tutoring for Programming Languages Based on Programming Ability and Teaching Skill
Applied Sciences, 2022 Web-based cooperative learning could enhance students’ learning motivation; however, learning activities in this process are rather confusing because of the lack of structured learning strategies, resulting in unfavorable learning achievements.
Yu-Chen Kuo, Ching-Bang Yao, Zhe-Yu Wu
doaj +1 more source
Student Autonomy and Peer Learning – An Example
Högre Utbildning, 2012 This short article presents and describes a transition from “traditional” teaching with knowledge transferred from the teacher to the students in a classroom to a peer-to-peer situation in which the students, with different support, learn from each other.
Stefan Hellmer
doaj +4 more sources
GRAPP&S, a Peer-to-Peer Middleware for Interlinking and Sharing Educational Resources [PDF]
EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, 2015 This article presents GRAPP&S (Grid APPlication & Services), a specification of an E-learning architecture for the decentralized sharing of educational resources. By dealing with different resources such as files, data streams (video, audio, VoIP)
Thierno Ahmadou Diallo +3 more
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On the (In)security of Peer-to-Peer Decentralized Machine Learning
2023 IEEE Symposium on Security and Privacy (SP), 2023 IEEE S&P'23 (Previous title: "On the Privacy of Decentralized Machine Learning") + Fixed error in neighbors-discovery ...
Dario Pasquini +2 more
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Peer to Peer Learning Platform Optimized With Machine Learning
CoRR, 2022 13 pages, 11 references, 16 ...
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Pharmacy, 2014 Background: Peer to peer learning is a well-established learning modality which has been shown to improve learning outcomes, with positive implications for clinical practice.
Sheila Oh +7 more
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Peer-to-Peer Learning+Consensus with Non-IID Data
2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023 Peer-to-peer deep learning algorithms are enabling distributed edge devices to collaboratively train deep neural networks without exchanging raw training data or relying on a central server. Peer-to-Peer Learning (P2PL) and other algorithms based on Distributed Local-Update Stochastic/mini-batch Gradient Descent (local DSGD) rely on interleaving epochs
Srinivasa Pranav, José M. F. Moura
openaire +2 more sources