Publications

If you are interested in any of the papers and are unable to access them, please feel free to contact me! Also, if you have any questions, don't hesitate to email!

Journal Papers

The listed publications below are from different subfields, with different author ordering conventions. Articles marked by * indicate alphabetical authorship attribution.

• J. Kileel, O. Mickelin, A. Singer, and S. Xu, Two Datasets Are Better Than One: Method of Double Moments for 3-D Reconstruction in Cryo-EM. preprint

• L. Zhang, O. Mickelin, S. Xu, A. Singer, Diagonally-Weighted Generalized Method of Moments Estimation for Gaussian Mixture Modeling. preprint

• * J. Hoskins, Y. Khoo, O. Mickelin, A. Singer, Y. Wang, Subspace method of moments for ab initio 3-D single-particle Cryo-EM reconstruction. preprint

• * J. Kileel, N. F. Marshall, O. Mickelin, A. Singer, Fast expansion into harmonics on the ball. SIAM Journal on Scientific Computing 47.2 (2025): A1117-A1144, preprint

• * T. Bendory, D. Edidin, O. Mickelin, The beltway problem over orthogonal groups. Applied and Computational Harmonic Analysis 74 (2025): 101723, preprint

• A. Adler, O. Mickelin, R. K. Ramachandran, G. S. Sukhatme, S. Karaman, The Role of Heterogeneity in Autonomous Perimeter Defense Problems. The International Journal of Robotics Research. 2024;43(9):1363-1381, preprint

• A. Zhang, O. Mickelin, J. Kileel, E. Verbeke, N. Marshall, M.A. Gilles, A. Singer, Moment-based metrics for molecules computable from cryo-EM images. Biological Imaging 4 (2024): e3, preprint

• * N. F. Marshall, O. Mickelin, Y. Shi, A. Singer, Fast principal component analysis for cryo-electron microscopy images. Biological Imaging 3 (2023): e2, preprint

• * T. Bendory, Y. Khoo, J. Kileel, O. Mickelin, A. Singer, Autocorrelation analysis for cryo-EM with sparsity constraints: Improved sample complexity and projection-based algorithms. Proceedings of the National Academy of Sciences 120.18 (2023): e2216507120, preprint

• * N. F. Marshall, O. Mickelin, A. Singer, Fast expansion into harmonics on the disk: a steerable basis with fast radial convolutions. SIAM Journal on Scientific Computing, 45.5 (2023): A2431-A2457, preprint

• * N. F. Marshall, O. Mickelin, An optimal scheduled learning rate for a randomized Kaczmarz algorithm, SIAM Journal on Matrix Analysis and Applications 44 (1), 312-330, preprint

• O. Mickelin, S. Karaman, Recovering orthogonal tensors under arbitrarily strong, but locally correlated, noise, Numerical Linear Algebra with Applications, 2022;e2479, preprint

• O. Mickelin, S. Karaman, Multi-resolution Low-rank Tensor Formats, SIAM Journal on Matrix Analysis and Applications, 41(3), 1086-1114, preprint

• O. Mickelin, S. Karaman, Algorithms for and Computing with the Tensor Ring Decomposition, Numerical Linear Algebra with Applications 27.3 (2020): e2289, preprint.

• L. Yang, O. Mickelin, N. Ozay, On sufficient conditions for mixed monotonicity, IEEE Transactions on Automatic Control 64(12), 2019, preprint.

• O. Mickelin, J. Slomka, K. J. Burns, D. Lecoanet, G. M. Vasil, L. Faria, and J. Dunkel, Anomalous chained turbulence in actively driven flows on spheres, Phys. Rev. Lett., 120: 164503, 2018, preprint.

• O. Mickelin, Lieb-Thirring inequalities for generalized magnetic fields, Bulletin of Mathematical Sciences, (2015), pp. 1–14.

• P.E. Olofsson, E. Forslund, B. Vanherberghen, K. Chechet, O. Mickelin, A. Rivera-Ahlin, T. Everhorn and B. Onfelt, Distinct migration and contact dynamics of resting and IL-2-activated human natural killer cells, Frontiers in immunology 5 (2014).

Peer-reviewed Conference Papers

• M. Fraiman, P. Hoyos, T. Bendory, J. Kileel, O. Mickelin, N. Sharon, A. Singer, SO(3)-invariant PCA with application to molecular data. preprint

• A. Adler, O. Mickelin, R. K. Ramachandran, G. S. Sukhatme, S. Karaman, The Role of Heterogeneity in Autonomous Perimeter Defense Problems, International Workshop on the Algorithmic Foundations of Robotics. Cham: Springer International Publishing, 2022, preprint

• T. Bendory, O. Mickelin, A. Singer, Sparse multi-reference alignment: sample complexity and computational hardness, In Proc. IEEE ICASSP 2022, pp. 8977–8981, preprint

• Oscar Mickelin, Necmiye Ozay, Richard M. Murray, Synthesis of correct-by-construction control protocols for hybrid systems using partial state information, In Proceedings of the 2014 American Control Conference. Invited paper, “Best Presentation” award. preprint