Scalars are universal: Gauge-equivariant machine learning, structured like classical physics.
Soledad VillarDavid W. HoggKate Storey-FisherWeichi YaoBen Blum-SmithPublished in: CoRR (2021)
Keyphrases
- machine learning
- computer science
- machine learning algorithms
- quantum mechanics
- artificial intelligence
- knowledge acquisition
- structured data
- decision trees
- explanation based learning
- information extraction
- machine learning methods
- natural language
- learning tasks
- inductive learning
- machine learning approaches
- machine learning and data mining
- learning systems
- data mining
- text classification
- natural language processing
- knowledge discovery
- learning algorithm
- classical methods
- structured learning
- databases
- matrix valued
- rotation invariant
- inductive logic programming
- semi supervised learning
- computational intelligence
- reinforcement learning
- case study