Search Results for author:
Found 4 papers, 0 papers with code
Topological Representations of Local Explanations
Furthermore, due to the stochastic nature of some explainability methods, it is possible for different runs of a method to produce contradictory explanations for a given observation.
Valuing Player Actions in Counter-Strike: Global Offensive
Esports, despite its expanding interest, lacks fundamental sports analytics resources such as accessible data or proven and reproducible analytical frameworks.
0-dimensional Homology Preserving Dimensionality Reduction with TopoMap
This note presents TopoMap, a novel dimensionality reduction technique which provides topological guarantees during the mapping process.
TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data
With very few exceptions, projection techniques are designed to map data from a high-dimensional space to a visual space so as to preserve some dissimilarity (similarity) measure, such as the Euclidean distance for example.
