Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures.
Sophia SanbornJohan MatheMathilde PapillonDomas BuracasHansen LillemarkChristian ShewmakeAbby BerticsXavier PennecNina MiolanePublished in: CoRR (2024)
Keyphrases
- algebraic structures
- machine learning
- reeb graph
- machine learning methods
- inductive inference
- pattern recognition
- computer vision
- machine learning approaches
- partially ordered sets
- text classification
- explanation based learning
- supervised machine learning
- learning algorithm
- learning tasks
- topological properties
- geometric objects
- computational biology
- geometric structure
- inductive logic programming
- data mining
- social networks
- feature selection
- computational intelligence
- learning systems
- support vector machine
- knowledge representation
- supervised learning
- neural network
- artificial intelligence
- decision trees
- computer science
- text mining
- spatial relations
- unsupervised learning
- semi supervised learning
- connected components
- statistical methods