Papers matching “resource-constrained learning” 27
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A Lightweight Decentralized-Learning-Based Automatic Modulation Classification Method for Resource-Constrained Edge Devices2022 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification
Biao Dong, Yuchao Liu, Guan Gui, Xue Gang Fu, Heng Dong, Bamidele Adebisi, +2 more
52citations -
Semi-supervised Algorithms in Resource-constrained Edge Devices: An Overview and Experimental Comparison2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics) conference-paper Computer Science Machine Learning and Algorithms5citations
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Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets2023 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access
Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Gabriela Moisescu-Pareja, Oleksandr Dymov, Samuel Maddrell-Mander, +26 more
6citations -
Pruning Federated Models Through Loss Landscape Analysis and Client Agreement Scoring2026 IEEE Internet of Things Journal article Computer Science Privacy-Preserving Technologies in Data Open access
Christian Internò, Elena Raponi, Markus Olhofer, Thomas Bäck, Yaochu Jin, Barbara Hammer
2citations -
Predicting Controlled Attenuation Parameter and Elastographic Modulus from Handheld Ultrasound Device Data using Machine Learning2025 Zeitschrift für Gastroenterologie conference-paper Medicine Ultrasound Imaging and Elastography
Tobias Seibel, Paul‐Henry Koop, Jakob Schäfer, Omid Chaghaneh, Kai Markus Schneider, Jochen Hampe, +3 more
0citations -
Quantization Effects of Artificial Neural Networks for Embedded Edge-Computing Applications2025 JuSER (Forschungszentrum Jülich) preprint Computer Science Advanced Neural Network Applications Open access
Alperen Aksoy, Ilja Bekman, Vesselin Dimitrov, Qader Dorosti, Chimezie Eguzo, Sarah Fleitmann, +3 more
0citations -
Scaling up context-tailored clinical guidelines and training to improve childbirth care in urban, low-resource maternity units in Tanzania: A protocol for a stepped-wedged cluster randomized trial with embedded qualitative and economic analyses (The PartoMa Scale-Up Study)2022 Global Health Action article Health Professions Health Policy Implementation Science Open access
Nanna Maaløe, Natasha Housseine, Jane Brandt Sørensen, Josephine Obel, Brenda Sequeira Dmello, Monica Lauridsen Kujabi, +17 more
16citations -
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems2020 arXiv (Cornell University) preprint Computer Science Numerical Methods and Algorithms Open access
Suresh Nambi, Salim Ullah, Siva Satyendra Sahoo, Aditya Lohana, Farhad Merchant, Akash S. Kumar
4citations -
Coadaptation and implementation of intrapartum clinical guidelines to save lives during childbirth: Protocol for an adapted PartoMa intervention in Eastern Ethiopia2026 BMC Health Services Research article Medicine Clinical practice guidelines implementation Open access
Thomas van den Akker, Nanna Maaløe, Sagni Girma Fage, Redwan Ahmed Mohammed, Henok Wale, Roba Ararso, +4 more
0citations -
Cultivating collaborative solutions: co-developing a preventative intervention for burnout among doctors working in a Namibian public hospital’s maternity care unit2026 BMC Health Services Research article Health Professions Healthcare professionals’ stress and burnout Open access
Tanya Y. Brückner, EV Syurina, T. Endjala, T. van. den Akker, S. Heemelaar
0citations