Derivation of QUBO formulations for sparse estimation.

Tomohiro Yokota Makiko Konoshima Hirotaka Tamura Jun Ohkubo

Published in: CoRR (2020)

Keyphrases

sparse data
social networks
high dimensional
dictionary learning
machine learning
multiscale
parameter estimation
optimization methods
maximum likelihood estimation
estimation accuracy
search engine
linear programming
estimation error
robust estimation
regularized regression