83 citations · 153 across the 12 of their papers we have counts for
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stat.ML2016★ 1 cited
Mixing Times and Structural Inference for Bernoulli Autoregressive Processes
Dimitrios Katselis, Carolyn L. Beck, R. Srikant
We introduce a novel multivariate random process producing Bernoulli outputs per dimension, that can possibly formalize binary interactions in various graphical structures and can…
math.OC2016★ 1 cited
A systematic optimization approach for a class of statistical inference problems utilizing data augmentation
Rodrigo Carvajal, Rafael Orellana, Dimitrios Katselis +2
We present an algorithm for a class of statistical inference problems. The main idea is to reformulate the inference problem as an optimization procedure, based on the generation o…