Code:
My code can be found on my Github.
Publications:
Journal Articles
C. Clum, D. G. Mixon, K. O’Hare, S. Villar, Sketch-and-solve approaches to k-means clustering by semidefinite programming, Information and Inference: A Journal of the IMA 13 (2024) iaae016. [arXiv] [doi]
D. G. Mixon, K. Xie, Sketching Semidefinite Programs for Faster Clustering, IEEE Trans. Inform. Theory 67 (2021) 6832–6840. [arXiv] [doi]
Conference
M. Velasco, K. O’Hare, B. Rychtenberg, S. Villar, Graph neural networks and non-commuting operators, Advances in NeurIPS 37 (2024) 95662-95691. [arXiv] [NeurIPS]
M. Velasco, K. O'Hare, B. Rychtenberg and S. Villar, Universal Transferability for GNNs Via Graphons, 2024 58th Asilomar Conference on Signals, Systems, and Computers (2024) 1700-1704. [doi]
Preprint
J. Chhoa, M. Ivanitskiy, F. Jiang, S. Li, D. McBride, T. Needham, K. O’Hare, Metric properties of partial and robust Gromov-Wasserstein distances, arXiv preprint arXiv:2411.02198. [arXiv]