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edge device

33 papers

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Co-occurring keywords

edge computing (210) model compression (3302) federated learning (1333) parameter efficiency (417) neural network (6616) communication efficiency (297) efficient computing (781) object detection (2762) non-iid datum (109) look-up table (21)

Papers

Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better AAAI 2022
CrowdFL: A Marketplace for Crowdsourced Federated Learning AAAI 2022
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server IJCAI 2022
ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training ICML 2022
Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems IJCAI 2020
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture AAAI 2020
Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation EMNLP 2020
Distributed Distillation for On-Device Learning NIPS 2020