Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs.

Denis Mazur Vage Egiazarian Stanislav Morozov Artem Babenko

Published in: NeurIPS (2019)

Keyphrases

data representation
vector space
weighted graph
shortest path
graph classification
dimensionality reduction
low dimensional
distance measure
similarity search
euclidean space
graph kernels
data objects
feature vectors
xml documents
graph structure
pattern recognition
object oriented
high dimensional
machine learning