Using autoencoders and deep transfer learning to determine the stellar parameters of 286 CARMENES M dwarfs.
P. Mas-BuitragoAna González-MarcosE. SolanoV. M. PasseggerM. Cortés-ContrerasJoaquín Ordieres-MeréA. Bello-GarcíaJ. A. CaballeroA. SchweitzerH. M. TaberneroD. MontesC. CifuentesPublished in: CoRR (2024)
Keyphrases
- transfer learning
- learning tasks
- labeled data
- cross domain
- knowledge transfer
- structure learning
- machine learning
- reinforcement learning
- multi task learning
- domain adaptation
- active learning
- semi supervised learning
- text categorization
- maximum likelihood
- parameter estimation
- parameter learning
- multi task
- learning algorithm
- transfer knowledge
- transferring knowledge
- previously learned
- target domain
- text classification
- collaborative filtering
- denoising
- machine learning algorithms
- knn
- neural network
- data sets