An Information-Theoretic Analysis of The Cost of Decentralization for Learning and Inference Under Privacy Constraints.
Sharu Theresa JoseOsvaldo SimeonePublished in: CoRR (2021)
Keyphrases
- learning process
- learning systems
- boltzmann machine
- prior knowledge
- inference process
- structured prediction
- learning problems
- learning analytics
- machine learning
- unsupervised learning
- knowledge acquisition
- decision theoretic
- dynamic bayesian networks
- privacy preserving data mining
- online learning
- grammatical inference
- bayesian networks