Ongoing
M.Sc. Thesis
Hypergraph Neural Networks and Graph-based Learning for Biomedical Applications
An ongoing study of hypergraph neural networks and graph-based learning methods for modelling higher-order relationships in biomedical data.
- Supervisor
- Prof. Aparna Mehra
- Institution
- IIT Delhi · Department of Mathematics
Research Problem
Biomedical data often involves relationships among more than two entities that pairwise graphs cannot represent directly. This ongoing thesis studies hypergraph neural networks and graph-based learning methods for modelling such higher-order relationships in biomedical applications.
Methodology
Hypergraph Neural NetworksGraph-based LearningDeep LearningHigher-order RelationshipsBiomedical Applications
Tools
PythonPyTorchTensorFlow
Current Stage
Ongoing