Macgregor, Peter

8 publications

ICLR 2025 Coreset Spectral Clustering Ben Jourdan, Gregory Schwartzman, Peter Macgregor, He Sun

AISTATS 2025 Dynamic DBSCAN with Euler Tour Sequences Seiyun Shin, Ilan Shomorony, Peter Macgregor

ICML 2025 Dynamic Similarity Graph Construction with Kernel Density Estimation Steinar Laenen, Peter Macgregor, He Sun

NeurIPS 2023 Fast Approximation of Similarity Graphs with Kernel Density Estimation Peter Macgregor, He Sun

NeurIPS 2023 Fast and Simple Spectral Clustering in Theory and Practice Peter Macgregor

ICML 2022 A Tighter Analysis of Spectral Clustering, and Beyond Peter Macgregor, He Sun

NeurIPS 2021 Finding Bipartite Components in Hypergraphs Peter Macgregor, He Sun

ICML 2021 Local Algorithms for Finding Densely Connected Clusters Peter Macgregor, He Sun