Provable deterministic leverage score sampling.

Dimitris S. Papailiopoulos Anastasios Kyrillidis Christos Boutsidis

Published in: KDD (2014)

Keyphrases

random sampling
monte carlo
black box
sampling strategy
knowledge base
multi agent
sampling strategies
real world
multiscale
expert systems
active learning
hidden markov models
greedy algorithm
scoring function
sampled data
approximation guarantees