3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.DS2019★ 3 cited
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm
Piotr Indyk, Sepideh Mahabadi, Shayan Oveis Gharan +1
``Composable core-sets'' are an efficient framework for solving optimization problems in massive data models. In this work, we consider efficient construction of composable core-se…
cs.LG2016
Monte Carlo Markov Chain Algorithms for Sampling Strongly Rayleigh Distributions and Determinantal Point Processes
Nima Anari, Shayan Oveis Gharan, Alireza Rezaei
Strongly Rayleigh distributions are natural generalizations of product and determinantal probability distributions and satisfy strongest form of negative dependence properties. We…