2 citations · 3 across the 8 of their papers we have counts for
4 papers · 1 filter
Probability bounds for random events under -wise independence
Karthik Natarajan, Arjun Kodagehalli Ramachandra, Colin Tan
A collection of random events is said to be -wise independent if any events among them are mutually independent. We characterise all probability measures with…
Pairwise independent correlation gap
Arjun Ramachandra, Karthik Natarajan
In this paper, we introduce the notion of a ``pairwise independent correlation gap'' for set functions with random elements. The pairwise independent correlation gap is defined as…
A Nonparametric Approach with Marginals for Modeling Consumer Choice
Yanqiu Ruan, Xiaobo Li, Karthyek Murthy +1
Given data on the choices made by consumers for different offer sets, a key challenge is to develop parsimonious models that describe and predict consumer choice behavior while bei…
Discrete Optimal Transport with Independent Marginals is #P-Hard
Bahar Taşkesen, Soroosh Shafieezadeh-Abadeh, Daniel Kuhn +1
We study the computational complexity of the optimal transport problem that evaluates the Wasserstein distance between the distributions of two K-dimensional discrete random vector…