Publications

Small-variance asymptotics for nonparametric Bayesian overlapping stochastic blockmodels

The latent feature relational model (LFRM) is a generative model for graph-structured data to learn a binary vector representation for …
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Order estimation of 2-dimensional complex superimposed exponential signal model using exponentially embedded family (EEF) rule: large sample consistency properties

In this paper, we consider the order estimation problem of a 2-dimensional complex superimposed exponential signal model in presence of …
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Order Estimation of Superimposed Nonlinear Complex Cisoid Model Using Adaptively Penalizing Likelihood Rule: Consistency Results

Recently a novel approach of model order selection based on penalizing adaptively the likelihood (PAL) function was introduced in [1]. …
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