Task similarity aware meta learning: theory-inspired improvement on MAML.
Pan ZhouYingtian ZouXiao-Tong YuanJiashi FengCaiming XiongSteven C. H. HoiPublished in: UAI (2021)
Keyphrases
- learning theory
- computational learning theory
- widely applicable
- similarity measure
- instructional design
- generalization bounds
- theoretical computer science
- distance measure
- learning theories
- pac learning
- automata theory
- euclidean distance
- concept class
- database
- reproducing kernel hilbert space
- concept classes
- concept learning
- collaborative learning
- artificial intelligence
- machine learning