17 citations · 29 across the 22 of their papers we have counts for
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cs.SI2019★ 4 cited
A Statistical Density-Based Analysis of Graph Clustering Algorithm Performance
Pierre Miasnikof, Alexander Y. Shestopaloff, Anthony J. Bonner +2
Measuring graph clustering quality remains an open problem. To address it, we introduce quality measures based on comparisons of intra- and inter-cluster densities, an accompanying…
stat.CO2019★ 1 cited
Replica Conditional Sequential Monte Carlo
Alexander Y. Shestopaloff, Arnaud Doucet
We propose a Markov chain Monte Carlo (MCMC) scheme to perform state inference in non-linear non-Gaussian state-space models. Current state-of-the-art methods to address this probl…