Extending the WILDS Benchmark for Unsupervised Adaptation.
Shiori SagawaPang Wei KohTony LeeIrena GaoSang Michael XieKendrick ShenAnanya KumarWeihua HuMichihiro YasunagaHenrik MarklundSara BeeryEtienne DavidIan StavnessWei GuoJure LeskovecKate SaenkoTatsunori HashimotoSergey LevineChelsea FinnPercy LiangPublished in: CoRR (2021)
Keyphrases
- unsupervised learning
- semi supervised
- supervised learning
- adaptation process
- machine learning
- discriminant projection
- real time
- genetic algorithm
- real world
- decision trees
- artificial intelligence
- information bottleneck
- information systems
- mobile robot
- supervised classification
- competitive learning
- unsupervised manner
- neural network
- case based planning
- adaptation strategies
- benchmark suite
- databases