AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles.
Charles WeillJavier GonzalvoVitaly KuznetsovScott YangScott YakHanna MazzawiEugen HotajGhassen JerfelVladimir MackoBen AdlamMehryar MohriCorinna CortesPublished in: CoRR (2019)
Keyphrases
- learning scheme
- lightweight
- learning systems
- learning process
- learning algorithm
- reinforcement learning
- knowledge acquisition
- learning tasks
- multi task
- main contribution
- online learning
- active learning
- automatically learned
- machine learning
- inductive inference
- dynamic bayesian networks
- learning mechanism
- design principles
- learning frameworks
- learning problems
- mobile learning
- theoretical framework
- prediction accuracy
- unsupervised learning
- probabilistic model
- prior knowledge
- mobile devices
- case study