Results 21 to 30 of about 314,456 (263)
TravellingFL: Communication Efficient Peer-to-Peer Federated Learning
IEEE Transactions on Vehicular Technology, 2022 <p>Machine learning and artificial intelligence are two key emerging technologies in computer science that require vast amounts of data for a meaningful application. The requirement of such a large dataset is usually met by pooling data from various sources, which is often difficult to implement in practice due to strict data privacy constraints.
Vansh Gupta +4 more
openaire +3 more sources
Peer-to-Peer Trading for Energy-Saving Based on Reinforcement Learning
Energies, 2022 This paper proposes a new peer-to-peer (P2P) energy trading method between energy sellers and consumers in a community based on multi-agent reinforcement learning (MARL).
Liangyi Pu +5 more
doaj +1 more source
Membership Inference Vulnerabilities in Peer-to-Peer Federated Learning
Proceedings of the 2023 Secure and Trustworthy Deep Learning Systems Workshop, 2023 National Research Foundation (NRF)
Alka Luqman +2 more
openaire +3 more sources
Predicting Default Risk on Peer-to-Peer Lending Imbalanced Datasets
IEEE Access, 2021 In the past few years, Peer-to-Peer lending (P2P lending) has grown rapidly in the world. The main idea of P2P lending is disintermediation and removing the intermediaries like banks.
Yen-Ru Chen +4 more
doaj +1 more source
The E-Learning Grid: Peer-To-Peer Approach [PDF]
, 2006 In this paper we present some of the approaches taken by the European E-Learning Grid consortium in building learning Grids. Some of the initial research has been done within the EC GENIUS project, which is a partnership between industry and academia. In this particular paper we focus on how in combining the collaborative and peer-to-peer approach with
Vassil Alexandrov 0001 +3 more
openaire +2 more sources
Pediatric Blood &Cancer, EarlyView.ABSTRACT Background Latino children are projected to make up nearly one‐third of United States (US) children by 2060, and many of their caregivers speak Spanish. Prior survey research has documented communication difficulties for Spanish‐speaking caregivers of children with cancer, but contemporary qualitative data are limited.
Jenny Ruiz +6 more
wiley +1 more source
Peer-to-peer deep learning with non-IID data
Expert Systems with Applications, 2023 Collaborative training of deep neural networks using edge devices has attracted substantial research interest recently. The two main architecture approaches for the training process are centrally orchestrated Federated Learning and fully decentralized peer-to-peer learning.
Robert Sajina +2 more
openaire +4 more sources
Pediatric Blood &Cancer, EarlyView.ABSTRACT Background Young adult childhood cancer survivors (YA‐CCS) have an increased risk of treatment‐related health complications throughout their lives. Lifelong survivorship care is recommended, yet many YA‐CCS experience disruptions in care during pediatric‐to‐adult transitions and do not receive recommended survivorship care.
Kevin Shanchen Pu +8 more
wiley +1 more source
International Review of Research in Open and Distributed Learning, 2014 The continuous growth of online learning and its movement towards cross-border and cross-culture education has recently taken a new turn with the epic hype that currently surrounds the development of massive open online courses (MOOCs) (Beattie-Moss ...
Gulnara Sadykova
doaj +1 more source
Gut microbiome and aging—A dynamic interplay of microbes, metabolites, and the immune system
FEBS Letters, EarlyView.Age‐dependent shifts in microbial communities engender shifts in microbial metabolite profiles. These in turn drive shifts in barrier surface permeability of the gut and brain and induce immune activation. When paired with preexisting age‐related chronic inflammation this increases the risk of neuroinflammation and neurodegenerative diseases.
Aaron Mehl, Eran Blacher
wiley +1 more source