2 papers
cs.DS2026
A Distribution Testing Approach to Clustering Distributions
Gunjan Kumar, Yash Pote, Jonathan Scarlett
We study the following distribution clustering problem: Given a hidden partition of distributions into two groups, such that the distributions within each group are the same, a…
cs.DS2025
Distance Estimation for High-Dimensional Discrete Distributions
Gunjan Kumar, Kuldeep S. Meel, Yash Pote
Given two distributions and over a high-dimensional domain , and a parameter , the goal of distance estimation is to determine t…