FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization.
Amirhossein ReisizadehAryan MokhtariHamed HassaniAli JadbabaieRamtin PedarsaniPublished in: AISTATS (2020)
Keyphrases
- clustering method
- learning scheme
- experimental evaluation
- online learning
- cost function
- classification accuracy
- similarity measure
- digital libraries
- computational complexity
- active learning
- prior knowledge
- computational cost
- learning process
- supervised learning
- computationally efficient
- synthetic data
- high precision
- multiresolution
- preprocessing
- detection method
- neural nets
- high efficiency