Drivetrain System Identification in a Multi-Task Learning Strategy using Partial Asynchronous Elastic Averaging Stochastic Gradient Descent.
Tom StaessensGuillaume CrevecoeurPublished in: AIM (2020)
Keyphrases
- learning strategies
- multi task
- stochastic gradient descent
- multiple kernel learning
- learning tasks
- least squares
- loss function
- step size
- matrix factorization
- active learning
- transfer learning
- random forests
- multi class
- feature selection
- online learning
- gaussian processes
- support vector machine
- learning problems
- regularization parameter
- information gain
- convergence rate
- data mining
- pairwise
- supervised learning
- training data
- importance sampling