Learning new physics efficiently with nonparametric methods.
Marco LetiziaGianvito LosapioMarco RandoGaia GrossoAndrea WulzerMaurizio PieriniMarco ZanettiLorenzo RosascoPublished in: CoRR (2022)
Keyphrases
- learning systems
- reinforcement learning
- significant improvement
- unsupervised learning
- machine learning methods
- learning algorithm
- learning process
- supervised learning
- qualitative and quantitative
- benchmark datasets
- kernel density estimation
- neural nets
- density estimation
- human experts
- learning problems
- learning tasks
- data sets
- computational cost
- feature selection
- information retrieval