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Peter Macgregor
Peter Macgregor
Research Associate, University of Edinburgh
ed.ac.uk의 이메일 확인됨 - 홈페이지
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A tighter analysis of spectral clustering, and beyond
P Macgregor, H Sun
International Conference on Machine Learning, 14717-14742, 2022
132022
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 (1)
P Macgregor, H Sun
arXiv preprint arXiv:2304.03170, 2023
22023
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 Approximation of Similarity Graphs with Kernel Density Estimation
P Macgregor, H Sun
Advances in Neural Information Processing Systems 36, 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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