FederatedTree: A Secure Serverless Algorithm for Federated Learning to Reduce Data Leakage.
Mohamed GharibiSrini BhagavanPraveen RaoPublished in: IEEE BigData (2021)
Keyphrases
- learning algorithm
- noisy data
- input data
- prior knowledge
- data reduction
- data analysis
- detection algorithm
- optimal solution
- data collection
- expectation maximization
- data points
- dynamic programming
- learning process
- preprocessing
- supervised learning
- learning models
- learning phase
- learned models
- data sources
- data sets
- np hard
- data structure
- database
- neural network
- training data
- reinforcement learning
- data distribution
- background knowledge
- missing data
- objective function
- segmentation algorithm
- original data
- search space
- online learning
- decision trees
- synthetic datasets
- bayesian methods
- data mining techniques
- worst case