PAC Learning from Distributed Data in the Presence of Malicious Nodes.
Zhixiong YangWaheed U. BajwaPublished in: CAMSAP (2019)
Keyphrases
- distributed data
- pac learning
- uniform distribution
- classification noise
- data sharing
- learning theory
- sample size
- learning problems
- sample complexity
- malicious nodes
- membership queries
- data distribution
- vc dimension
- databases
- data mining algorithms
- boolean functions
- kernel methods
- communication cost
- theoretical analysis
- data sets
- information sharing
- data access
- model selection
- special case
- active learning
- network nodes