Towards Learning Universal Hyperparameter Optimizers with Transformers.
Yutian ChenXingyou SongChansoo LeeZi WangQiuyi ZhangDavid DohanKazuya KawakamiGreg KochanskiArnaud DoucetMarc'Aurelio RanzatoSagi PerelNando de FreitasPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- learning systems
- learning process
- online learning
- unsupervised learning
- learning tasks
- learning problems
- information systems
- reinforcement learning
- empirical studies
- inductive learning
- learning scheme
- machine learning
- learning community
- mobile learning
- artificial neural networks
- information retrieval