35 citations · 108 across the 20 of their papers we have counts for
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Kernel Partial Correlation Coefficient -- a Measure of Conditional Dependence
Zhen Huang, Nabarun Deb, Bodhisattva Sen
In this paper we propose and study a class of simple, nonparametric, yet interpretable measures of conditional dependence between two random variables and given a third var…
Detecting Structured Signals in Ising Models
Nabarun Deb, Rajarshi Mukherjee, Sumit Mukherjee +1
In this paper, we study the effect of dependence on detecting a class of signals in Ising models, where the signals are present in a structured way. Examples include Ising Models o…
Measuring Association on Topological Spaces Using Kernels and Geometric Graphs
Nabarun Deb, Promit Ghosal, Bodhisattva Sen
In this paper we propose and study a class of simple, nonparametric, yet interpretable measures of association between two random variables and taking values in general top…
Fluctuations in Mean-Field Ising models
Nabarun Deb, Sumit Mukherjee
In this paper, we study the fluctuations of the average magnetization in an Ising model on an approximately regular graph on vertices. In particular, if is \e…