MultimodalHD: Federated Learning Over Heterogeneous Sensor Modalities using Hyperdimensional Computing
Author:
Affiliation:
1. University of California,Department of Computer Science and Engineering,San Diego
Funder
National Science Foundation
SRC
DARPA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10546498/10546499/10546794.pdf?arnumber=10546794
Reference28 articles.
1. Scaffold: Stochastic controlled averaging for federated learning;Karimireddy,2020
2. Oort: Efficient federated learning via guided participant selection;Lai;OSDI,2021
3. Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity
4. Communication-efficient learning of deep networks from decentralized data;McMahan,2017
5. Multimodal Federated Learning on IoT Data
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