Leveraging Compute Heterogeneity in Federated Multi-Task Classification.
Aleksei A. Ponomarenko-TimofeevOlga GalininaRavikumar BalakrishnanNageen HimayatSergey AndreevYevgeni KoucheryavyPublished in: ICUMT (2023)
Keyphrases
- multi task
- multi task learning
- feature selection
- learning tasks
- multitask learning
- multiple tasks
- feature extraction
- image classification
- support vector
- class labels
- classification accuracy
- machine learning
- classification models
- learning problems
- unsupervised learning
- supervised learning
- feature vectors
- pairwise
- decision trees
- multi class
- support vector machine
- svm classifier
- training set
- feature space
- gaussian processes
- training data
- data sets