Shortest Path Centrality and the All-pairs Shortest Paths Problem via Sample Complexity.

Alane M. de Lima Murilo V. G. da Silva André Luís Vignatti

Published in: CoRR (2019)

Keyphrases

shortest path
sample complexity
betweenness centrality
theoretical analysis
shortest path problem
social network analysis
supervised learning
pac learning
special case

learning problems
learning algorithm
vc dimension
upper bound
social networks
active learning
lower bound
road network

generalization error
shortest path algorithm
optimal path
weighted graph
training examples
shortest distance
average case
high dimensional

pairwise
sample size
machine learning algorithms
semi supervised learning
nearest neighbor
small number
flow graph
training data