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20072023
most citedBi-cross-validation of the SVD and the nonnegative matrix factorization

167 citations · 405 across the 22 of their papers we have counts for

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Showing 2011Show all

3 papers · 1 filter

stat.ML2011★ 3 cited

Moment based estimation of stochastic Kronecker graph parameters

David F. Gleich, Art B. Owen

Stochastic Kronecker graphs supply a parsimonious model for large sparse real world graphs. They can specify the distribution of a large random graph using only three or four param…

math.ST2011★ 39 cited

Consistency of Markov chain quasi-Monte Carlo on continuous state spaces

S. Chen, J. Dick, A. B. Owen

The random numbers driving Markov chain Monte Carlo (MCMC) simulation are usually modeled as independent U(0,1) random variables. Tribble [Markov chain Monte Carlo algorithms using…

stat.ME2011

Correct ordering in the Zipf-Poisson ensemble

Justin S. Dyer, Art B. Owen

We consider a Zipf--Poisson ensemble in which $X_i\sim\poi(Ni^{-α})$ for and and integers . As the first random variables have their proper…