14 citations · 14 across the 2 of their papers we have counts for
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Efficient Estimation in Tensor Ising Models
Somabha Mukherjee, Jaesung Son, Swarnadip Ghosh +1
The tensor Ising model is a discrete exponential family used for modeling binary data on networks with not just pairwise, but higher-order dependencies. A particularly important cl…
Estimation in Tensor Ising Models
Somabha Mukherjee, Jaesung Son, Bhaswar B. Bhattacharya
The -tensor Ising model is a one-parameter discrete exponential family for modeling dependent binary data, where the sufficient statistic is a multi-linear form of degree $p \ge…
Phase Transitions of the Maximum Likelihood Estimates in the -Spin Curie-Weiss Model
Somabha Mukherjee, Jaesung Son, Bhaswar B. Bhattacharya
In this paper we consider the problem of parameter estimation in the -spin Curie-Weiss model, for . We provide a complete description of the limiting properties of the…