Detecting the unfamiliar
Teacher-student disagreement and embedding reconstruction for out-of-distribution detection.
- Report PDF18 pages / 0.18 MB
- Slides PDF14 pages / 1.52 MB
Reports & presentations
Research and university projects by Ekaterina Bogush and collaborators.
Machine learning
Listening to biodiversity
Classical machine learning for biodiversity audio classification.
- Report PDF38 pages / 13.50 MB
Sentiment & speakers
Sentiment classification and sequence modelling of French presidential speeches.
- Report PDF23 pages / 3.51 MB
Strengthening the local-global bridge
Paper reproduction and experiments with hierarchical graph retrieval.
- Slides PDF25 pages / 3.03 MB
Decoding the bottle
Wine rating prediction, dataset bias and model interpretation.
- Report PDF30 pages / 14.20 MB
Recommending with reasons
An explainable board-game recommender built from ratings and reviews.
- Report PDF31 pages / 7.65 MB
Earlier projects
Battleship statistics
A statistical study of the Battleship game.
- Report PDF15 pages / 0.40 MB
Reorganising a fibre network
Reconstructing and optimising a fibre-optic network with lists, hash tables and quadtrees.
- Report PDF5 pages / 0.12 MB