Federated Geometric Monte Carlo Clustering to Counter Non-IID Datasets.
Federico LucchettiJérémie DecouchantMaria FernandesLydia Y. ChenMarcus VölpPublished in: CoRR (2022)
Keyphrases
- monte carlo
- markov chain
- monte carlo simulation
- importance sampling
- clustering algorithm
- adaptive sampling
- monte carlo tree search
- k means
- synthetic datasets
- optimal strategy
- monte carlo methods
- stochastic approximation
- simulation study
- particle filter
- temporal difference
- data points
- markovian decision
- variance reduction
- monte carlo method
- point processes
- learning algorithm
- matrix inversion
- active learning