Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models.
Parth Vipul SanganiArjun Shashank KashettiwarPritish ChakrabortyBhuvan Reddy GangulaDurga SivasubramanianGanesh RamakrishnanRishabh K. IyerAbir DePublished in: ICML (2023)
Keyphrases
- mixture model
- continuous optimization
- probabilistic model
- gaussian mixture model
- generative model
- em algorithm
- density estimation
- simultaneous clustering
- supervised learning
- linear models
- training data
- maximum likelihood
- expectation maximization
- optimization methods
- model selection
- variable selection
- original data
- unsupervised learning
- data sets
- simulated annealing
- feature extraction
- image processing
- machine learning