316 citations · 1.7k across the 39 of their papers we have counts for
Showing 2016 · math.STShow all
3 papers · 2 filters
math.ST2016★ 60 cited
Statistical and Computational Guarantees of Lloyd's Algorithm and its Variants
Yu Lu, Harrison H. Zhou
Clustering is a fundamental problem in statistics and machine learning. Lloyd's algorithm, proposed in 1957, is still possibly the most widely used clustering algorithm in practice…
math.ST2016★ 15 cited
Community Detection in Degree-Corrected Block Models
Chao Gao, Zongming Ma, Anderson Y. Zhang +1
Community detection is a central problem of network data analysis. Given a network, the goal of community detection is to partition the network nodes into a small number of cluster…
math.ST2016★ 28 cited
Optimal large-scale quantum state tomography with Pauli measurements
Tony Cai, Donggyu Kim, Yazhen Wang +2
Quantum state tomography aims to determine the state of a quantum system as represented by a density matrix. It is a fundamental task in modern scientific studies involving quantum…