Decentralized Stochastic Optimization With Pairwise Constraints and Variance Reduction.
Fei HanXuanyu CaoYi GongPublished in: IEEE Trans. Signal Process. (2024)
Keyphrases
- stochastic optimization
- variance reduction
- pairwise constraints
- semi supervised
- pairwise
- monte carlo
- sample size
- spectral clustering
- multistage
- document clustering
- unlabeled data
- loss function
- semi supervised learning
- labeled data
- metric learning
- distance metric
- robust optimization
- generative model
- supervised learning
- data sets