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cs.IT2025
Bounds on Maximal Leakage over Bayesian Networks
Anuran Makur, Japneet Singh
Maximal leakage quantifies the leakage of information from data due to an observation . While fundamental properties of maximal leakage, such as data process…
cs.LG2025
Hypothesis Testing for Generalized Thurstone Models
Anuran Makur, Japneet Singh
In this work, we develop a hypothesis testing framework to determine whether pairwise comparison data is generated by an underlying \emph{generalized Thurstone model} $\mathcal{T}_…