Homogenizing Non-IID Datasets via In-Distribution Knowledge Distillation for Decentralized Learning.
Deepak RavikumarGobinda SahaSai Aparna AketiKaushik RoyPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- learning systems
- knowledge acquisition
- prior knowledge
- learning problems
- domain knowledge
- learning algorithm
- learning tasks
- knowledge sharing
- online learning
- knowledge transfer
- solving problems
- learning process
- expert systems
- organizational learning
- knowledge discovery
- probability distribution
- reinforcement learning
- concept maps
- background knowledge
- machine learning
- e learning
- learning analytics
- inductive inference
- knowledge level
- learning community
- learning content
- learned knowledge
- raw data
- domain experts
- unsupervised learning
- knowledge based systems
- text classification
- graphical models
- supervised learning
- knowledge representation
- cooperative
- knowledge base