Robust M-Estimation Based Distributed Expectation Maximization Algorithm with Robust Aggregation.
Christian A. SchrothStefan VlaskiAbdelhak M. ZoubirPublished in: ICASSP (2023)
Keyphrases
- expectation maximization
- computationally efficient
- learning algorithm
- estimation algorithm
- em algorithm
- parameter estimation
- parameter tuning
- dynamic programming
- search space
- maximum likelihood estimation
- experimental evaluation
- preprocessing
- objective function
- algorithm is computationally efficient
- generative model
- highly efficient
- robust regression
- distributed systems
- optimal solution
- high accuracy
- estimation accuracy
- k means
- cost function
- np hard
- estimation error
- detection algorithm
- optimization algorithm
- computational cost
- segmentation algorithm
- mixture model
- density estimation
- multi robot
- probabilistic model
- robust estimation
- similarity measure
- object tracking algorithm
- decision trees