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Dive into the research topics where Peter Macgregor is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
  • 1 Similar Profiles
  • Fast and Simple Spectral Clustering in Theory and Practice

    Macgregor, P., 15 Dec 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Curran Associates Inc, Vol. 36. p. 34410-34425 16 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
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  • Fast Approximation of Similarity Graphs with Kernel Density Estimation

    Macgregor, P. & Sun, H., 15 Dec 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Curran Associates Inc, Vol. 36. p. 67603-67624 22 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • Is the Algorithmic Kadison-Singer Problem Hard?

    Jourdan, B., Macgregor, P. & Sun, H., 28 Nov 2023, 34th International Symposium on Algorithms and Computation (ISAAC 2023). Iwata, S. & Kakimura, N. (eds.). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 283. p. 1-18 18 p. 43. (Leibniz International Proceedings in Informatics (LIPIcs)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • A Tighter Analysis of Spectral Clustering, and Beyond

    Macgregor, P. & Sun, H., 23 Jul 2022, Proceedings of the 39th International Conference on Machine Learning. Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). PMLR, Vol. 162. p. 14717-14742 26 p. (Proceedings of Machine Learning Research; vol. 162).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • Finding Bipartite Components in Hypergraphs

    Macgregor, P. & Sun, H., 14 Dec 2021, Advances in Neural Information Processing Systems 2022. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Vaughan, J. W. (eds.). Curran Associates Inc, Vol. 34. p. 7912-7923 12 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File