Results 201 to 210 of about 91,465,093 (245)
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An Approach for Peer-to-Peer Federated Learning
2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W), 2021We present a novel approach for the collaborative training of neural network models in decentralized federated environments. In the iterative process a group of autonomous peers run multiple training rounds to train a common model. Thereby, participants perform all model training steps locally, such as stochastic gradient descent optimization, using ...
Tobias Wink, Zoltán Nochta
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Art‐mediated peer‐to‐peer learning of empathy
The Clinical Teacher, 2014Summary Background Making experiential art in a clinical clerkship offers opportunities for students to gain self‐awareness and enhance their empathic understanding of patients. The student‐created art can be further used as teaching material for other students.
Potash, JS, Chen, JY
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Transatlantic Peer-to-Peer Learning
Surgical Innovation, 2014Introduction. Peer-to-peer learning is a well-established learning modality, which has been shown to improve learning outcomes, with positive implications for clinical practice. The purpose of this pilot study was to explore the feasibility of linking students from North America and Europe with a peer-to-peer learning approach. Methods.
Noel Patrick, Lynch +4 more
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Designing futures for peer-to-peer learning @ CSCW
Proceedings of the companion publication of the 17th ACM conference on Computer supported cooperative work & social computing, 2014Open, online learning environments, such as massive open online courses (MOOCs) and open learning communities have been promoted as a way to expand equitable access to quality education. Such learning experiences are potentially enriched via extensive networks of peer learners.
Peyina Lin +4 more
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Self-Learning Peer-to-Peer Traffic Classifier
2009 Proceedings of 18th International Conference on Computer Communications and Networks, 2009The popularity of a new generation of smart peer-to-peer applications has resulted in several new challenges for accurately classifying network traffic. In this paper, we propose a novel 2stage p2p traffic classifier, called Self Learning Traffic Classifier (SLTC), that can accurately identify p2p traffic in high speed networks.
Ram Keralapura +2 more
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Interoperable conversations in a peer-to-peer learning environment
International Conference on Computers in Education, 2002. Proceedings., 2003Natural human interaction is characterised by a rich set of communication modes often not available to the online user. Interoperable conversations enable an online user to interact with the environment in a manner that is more natural and relevant to one's context.
Ernest Ong Chong Peng +5 more
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Inflammablog: peer-to-peer online learning in immunology
Immunologic Research, 2012Is it possible for students in different courses, at different academic levels, and at different universities to learn immunology together using the Internet? We teach a colloquium on inflammation for undergraduates at the University of Arizona and a lecture course on human immunology for graduate students and clinical and basic science fellows at the ...
Zoë, Cohen, J John, Cohen
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Sharing Application Sessions for Peer-to-Peer Learning
2009 International Conference on Computational Science and Engineering, 2009In this paper, we introduce the concept of Peer-to-peer Learning and discuss learning scenario that we aim at giving solution. We present our contribution ULabGrid2, a Grid architecture framework and the current implementation. ULabGrid2 supports several Peer-to-peer learning scenarios making use of P2P and Grid infrastructures: sharing application ...
Oscar Ardaiz-Villanueva +3 more
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Designing environments for peer-to-peer and collaborative learning
Interactive Learning Environments, 2014In Thomas and Seely Brown's A new culture of learning: cultivating the imagination for a world of constant change (2011) there is a story about a nine-year-old child who played Scratch, a multimedi...
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Peer‐to‐peer distributed text classifier learning in PADMINI
Statistical Analysis and Data Mining: The ASA Data Science Journal, 2012AbstractPopular Internet document repositories, such as online newspapers, digital libraries, and blogs store large amount of text and image data that are frequently accessed by large number of users. Users' input through collaborative commenting or tagging can be very useful in organizing and classifying documents. Some web sites (e.g.
Xianshu Zhu +5 more
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