Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization.
John MillerRohan TaoriAditi RaghunathanShiori SagawaPang Wei KohVaishaal ShankarPercy LiangYair CarmonLudwig SchmidtPublished in: CoRR (2021)
Keyphrases
- power law
- high accuracy
- spatial distribution
- uniformly distributed
- computational cost
- random variables
- training data
- information retrieval
- gaussian distribution
- data distribution
- computer vision
- real time
- prediction accuracy
- probability distribution
- classification accuracy
- correlation coefficient
- highly accurate
- data streams
- data structure
- distribution function
- machine learning