Search Results - "Karjalainen, Joona"

Clique and cycle frequencies in a sparse random graph model with overlapping communities by Gröhn, Tommi, Karjalainen, Joona, Leskelä, Lasse

“…A statistical network model with overlapping communities can be generated as a superposition of mutually independent random graphs of varying size. The model…”
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Mixing time of the conditional backward sampling particle filter by Karjalainen, Joona, Lee, Anthony, Singh, Sumeetpal S, Vihola, Matti

“…The conditional backward sampling particle filter (CBPF) is a powerful Markov chain Monte Carlo sampler for general state space hidden Markov model smoothing…”
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Normal and stable approximation to subgraph counts in superpositions of Bernoulli random graphs by Bloznelis, Mindaugas, Karjalainen, Joona, Leskelä, Lasse

“…J. Appl. Probab. 61 (2024) 401-419 The clustering property of complex networks indicates the abundance of small dense subgraphs in otherwise sparse networks…”
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On the Forgetting of Particle Filters by Karjalainen, Joona, Lee, Anthony, Singh, Sumeetpal S, Vihola, Matti

“…We study the forgetting properties of the particle filter when its state - the collection of particles - is regarded as a Markov chain. Under a strong mixing…”
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Moment-based parameter estimation in binomial random intersection graph models by Karjalainen, Joona, Leskelä, Lasse

“…Binomial random intersection graphs can be used as parsimonious statistical models of large and sparse networks, with one parameter for the average degree and…”
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Assortativity and bidegree distributions on Bernoulli random graph superpositions by Bloznelis, Mindaugas, Karjalainen, Joona, Leskelä, Lasse

“…A probabilistic generative network model with $n$ nodes and $m$ overlapping layers is obtained as a superposition of $m$ mutually independent Bernoulli random…”
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Clique and cycle frequencies in a sparse random graph model with overlapping communities by Gröhn, Tommi, Karjalainen, Joona, Leskelä, Lasse

“…A statistical network model with overlapping communities can be generated as a superposition of mutually independent random graphs of varying size. The model…”
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Parameter estimators of random intersection graphs with thinned communities by Karjalainen, Joona, van Leeuwaarden, Johan S. H, Leskelä, Lasse

“…This paper studies a statistical network model generated by a large number of randomly sized overlapping communities, where any pair of nodes sharing a…”
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