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Peter Macgregor
Peter Macgregor
Verified email at st-andrews.ac.uk - Homepage
Title
Cited by
Cited by
Year
A tighter analysis of spectral clustering, and beyond
P Macgregor, H Sun
International Conference on Machine Learning, 14717-14742, 2022
142022
Local Algorithms for Finding Densely Connected Clusters
P Macgregor, H Sun
International Conference on Machine Learning 38, 2021
72021
Finding bipartite components in hypergraphs
P Macgregor, H Sun
Advances in Neural Information Processing Systems 34, 7912-7923, 2021
62021
Spectral Toolkit of Algorithms for Graphs: Technical Report (2)
P Macgregor, H Sun
arXiv preprint arXiv:2407.07096, 2024
22024
Fast approximation of similarity graphs with kernel density estimation
P Macgregor, H Sun
Advances in Neural Information Processing Systems 36, 2024
12024
Is the Algorithmic Kadison-Singer Problem Hard?
B Jourdan, P Macgregor, H Sun
arXiv preprint arXiv:2205.02161, 2022
12022
Polynomial-Time Algorithms for Weaver's Discrepancy Problem in a Dense Regime
B Jourdan, P Macgregor, H Sun
arXiv preprint arXiv:2402.08545, 2024
2024
Fast and simple spectral clustering in theory and practice
P Macgregor
Advances in Neural Information Processing Systems 36, 2024
2024
On Learning the Structure of Clusters in Graphs
P Macgregor
arXiv preprint arXiv:2212.14345, 2022
2022
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Articles 1–9