Model Segmentation for Storage Efficient Private Federated Learning with Top $r$ Sparsification.
Sajani VithanaSennur UlukusPublished in: CISS (2023)
Keyphrases
- computational model
- prior knowledge
- learning systems
- learning algorithm
- learning scheme
- mathematical model
- management system
- learning process
- learning mechanism
- supervised learning
- level set
- statistical model
- e learning
- image segmentation
- learned models
- machine learning
- region growing
- prior information
- energy function
- artificial neural networks
- image sequences
- similarity measure
- probability distribution
- multiscale
- reinforcement learning
- image analysis