Results 31 to 40 of about 294,534 (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, Alka Luqman, Nandish Chattopadhyay, Anupam Chattopadhyay, Dusit Niyato   +4 more
openaire   +2 more sources

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, Anupam Chattopadhyay, Kwok-Yan Lam   +2 more
openaire   +2 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, Song Wang, Xiaodong Huang, Xing Liu, Yawei Shi, Huiwei Wang   +5 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, Nia Alexandrov, Ismail M. Bhana, David Johnson 0006   +3 more
openaire   +1 more source

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, Jenq-Shiou Leu, Sheng-An Huang, Jui-Tang Wang, Jun-Ichi Takada   +4 more
doaj   +1 more source

Psychosocial Functioning After Pediatric Bone Sarcoma: Generic and Survivor‐Specific Outcomes in Adolescent and Young Adult Patients

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Background Pediatric bone sarcoma patients and survivors may experience psychosocial challenges related to childhood cancer after their intensive, body‐altering treatment. This cross‐sectional study aimed to evaluate generic and survivor‐specific psychosocial outcomes in a national cohort of pediatric bone sarcoma patients and survivors, and ...
Hinke van der Hoek, Heleen Maurice‐Stam, Laura R. Beek, Jennifer van Dijk, Marjolein E. M. Langemeijer, Relinde W. Slooff‐Lentink, Alied M. van der Aa‐van Delden, Anne Westerweel, Marloes van Gorp, Hendrik W. B. Schreuder, Lianne M. Haveman, W. Peter Bekkering, Leonie G. Tigelaar, Johannes H. M. Merks, Martha A. Grootenhuis   +14 more
wiley   +1 more source

Mediating knowledge through peer-to-peer interaction in a multicultural online learning environment: A case of international students in the US

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

Bridging the Gap in Neuroblastoma Care: Consensus‐Based Statements With Recommendations for Improved Patient and Caregiver Experiences

Pediatric Blood &Cancer, EarlyView.
ABSTRACT Neuroblastoma's complex, heterogeneous biology poses significant diagnostic and therapeutic challenges, often requiring caregivers to absorb complex information and participate in time‐sensitive decisions. However, caregivers often feel unprepared to evaluate options.
Vickie Buenger, Joseph Bauer, Jennifer Diamond, Maggie Fader, Shae Hansen, Jacqueline M. Kraveka, Johanna Schoen, Amber Shearer, Dena Sherwood   +8 more
wiley   +1 more source

An Overview of Autonomous Connection Establishment Methods in Peer-to-Peer Deep Learning

IEEE Access
The exchange of model parameters between peers is critical in peer-to-peer deep learning. Historically, connections between agents were assigned randomly based on network topology.
Robert Sajina, Nikola Tankovic, Ivo Ipsic   +2 more
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