Budgeted Online Model Selection and Fine-Tuning via Federated Learning.
Pouya M. GhariYanning ShenPublished in: CoRR (2024)
Keyphrases
- model selection
- fine tuning
- statistical learning
- bayesian learning
- cross validation
- meta learning
- online learning
- covariate shift
- learning machines
- unsupervised learning
- machine learning
- regression model
- learning problems
- error estimation
- hyperparameters
- learning tasks
- mixture model
- semi supervised
- learning algorithm
- incremental learning
- generalization error
- markov random field
- statistical inference
- active learning