FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning.
Peiran XuZeyu WangJieru MeiLiangqiong QuAlan L. YuilleCihang XieYuyin ZhouPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- data sets
- training data
- data structure
- statistical analysis
- data analysis
- high quality
- learning algorithm
- bayesian networks
- learning models
- data collection
- data points
- data processing
- data quality
- learning tasks
- small number
- experimental data
- computer systems
- input data
- neural network
- probability distribution
- learning process
- digital libraries
- bayesian methods
- database
- decision trees
- noisy data
- original data
- raw data
- human experts
- reinforcement learning
- sensor data
- learning systems
- synthetic data
- prior knowledge
- knowledge discovery
- image data