Transformers as Algorithms: Generalization and Stability in In-context Learning.
Yingcong LiMuhammed Emrullah IldizDimitris PapailiopoulosSamet OymakPublished in: ICML (2023)
Keyphrases
- learning algorithm
- online learning
- context dependent
- learning systems
- learning models
- data mining
- learning process
- prior knowledge
- data sets
- representational power
- noise tolerant
- learning machines
- learning tasks
- theoretical analysis
- computational cost
- mobile learning
- learning problems
- context sensitive
- inductive learning
- background knowledge
- inductive inference
- knowledge acquisition
- efficient learning
- significant improvement