Enabling robust offline active learning for machine learning potentials using simple physics-based priors.
Muhammed ShuaibiSaurabh SivakumarRui Qi ChenZachary W. UlissiPublished in: Mach. Learn. Sci. Technol. (2021)
Keyphrases
- active learning
- machine learning
- computationally efficient
- supervised learning
- training examples
- pattern recognition
- machine learning algorithms
- learning strategies
- decision trees
- inductive learning
- random sampling
- learning algorithm
- computational intelligence
- image formation
- machine learning methods
- maximum a posteriori
- real time
- higher order
- semi supervised
- knowledge discovery
- pairwise
- training set
- data analysis
- feature selection
- computer vision
- artificial intelligence
- information retrieval