Provable Deterministic Leverage Score Sampling.

Dimitris S. Papailiopoulos Anastasios Kyrillidis Christos Boutsidis

Published in: CoRR (2014)

Keyphrases

monte carlo
random sampling
sampling methods
sampling rate
score function
approximation guarantees
databases
black box
sampled data
sampling strategy
machine learning
knowledge base
data structure
sample size
parameter space