FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization.
Amirhossein ReisizadehAryan MokhtariHamed HassaniAli JadbabaieRamtin PedarsaniPublished in: CoRR (2019)
Keyphrases
- experimental evaluation
- prior knowledge
- computational cost
- synthetic data
- support vector machine svm
- unsupervised learning
- learning process
- learning algorithm
- segmentation method
- learning systems
- detection method
- probabilistic model
- dynamic programming
- cost function
- color images
- multiresolution
- high accuracy
- online learning
- artificial neural networks
- pairwise
- objective function
- multiscale
- bayesian networks
- data sets
- classification method
- high precision
- high efficiency
- learning mechanism