Joe Kileel

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Amit SingerPrinceton UniversityVerified email at math.princeton.edu
Bernd SturmfelsDirector of the Max Planck Institute for Mathematics in the Sciences in Leipzig, GermanyVerified email at mis.mpg.de
Nicolas BoumalEcole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
Eitan LevinCalifornia Institute of TechnologyVerified email at caltech.edu
Joan BrunaProfessor of Computer Science, Data Science & Mathematics (aff), Courant Institute and CDS, NYUVerified email at cims.nyu.edu
Matthew TragerAWS AI LabsVerified email at amazon.com
João M. PereiraInstituto de Matemática Pura e Aplicada (IMPA)Verified email at impa.br
Tomas PajdlaAssociate professor, Czech Technical University in PragueVerified email at cvut.cz
Zuzana KukelovaAssistant Professor, Czech Technical University in PragueVerified email at cmp.felk.cvut.cz
Yuehaw KhooUniversity of ChicagoVerified email at uchicago.edu
Tamir BendoryAssociate ProfessorVerified email at tauex.tau.ac.il
Amit MoscovichTel Aviv UniversityVerified email at tauex.tau.ac.il
Afonso S. BandeiraProfessor of Mathematics, ETH ZurichVerified email at math.ethz.ch
Jonathan Niles-WeedNew York UniversityVerified email at cims.nyu.edu
Alexander S. WeinUC DavisVerified email at ucdavis.edu
Amelia PerryDepartment of Mathematics, Massachusetts Institute of TechnologyVerified email at mit.edu
Enrico CarliniFull ProfessorVerified email at polito.it
Cristiano BocciAssociate Professor Of Mathematics, Siena UniversityVerified email at unisi.it
Giorgio OttavianiProfessor of Geometry, Universita' di FirenzeVerified email at math.unifi.it
Michael JoswigProfessor für Mathematik, TU BerlinVerified email at math.tu-berlin.de

Joe Kileel

Assistant Professor, University of Texas at Austin

Verified email at math.utexas.edu - Homepage

applied mathematics computational algebra mathematics of data science


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Estimation under group actions: recovering orbits from invariants AS Bandeira, B Blum-Smith, J Kileel, J Niles-Weed, A Perry, AS Wein Applied and Computational Harmonic Analysis 66, 236-319, 2023	101	2023
On the expressive power of deep polynomial neural networks J Kileel, M Trager, J Bruna Advances in neural information processing systems 32, 2019	85	2019
A clever elimination strategy for efficient minimal solvers Z Kukelova, J Kileel, B Sturmfels, T Pajdla Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017	61	2017
Method of moments for 3D single particle ab initio modeling with non-uniform distribution of viewing angles N Sharon, J Kileel, Y Khoo, B Landa, A Singer Inverse Problems 36 (4), 044003, 2020	54	2020
3D ab initio modeling in cryo-EM by autocorrelation analysis E Levin, T Bendory, N Boumal, J Kileel, A Singer 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018	48	2018
Hadamard products of linear spaces C Bocci, E Carlini, J Kileel Journal of Algebra 448, 595-617, 2016	48	2016
Minimal problems for the calibrated trifocal variety J Kileel SIAM Journal on Applied Algebra and Geometry 1 (1), 575-598, 2017	37	2017
The effect of smooth parametrizations on nonconvex optimization landscapes E Levin, J Kileel, N Boumal Mathematical Programming, 1-49, 2024	32	2024
The Chow form of the essential variety in computer vision G Fløystad, J Kileel, G Ottaviani Journal of Symbolic Computation 86, 97-119, 2018	31	2018
Finding stationary points on bounded-rank matrices: A geometric hurdle and a smooth remedy E Levin, J Kileel, N Boumal Mathematical Programming 199 (1), 831-864, 2023	28	2023
Manifold learning with arbitrary norms J Kileel, A Moscovich, N Zelesko, A Singer Journal of Fourier Analysis and Applications 27 (5), 82, 2021	25	2021
Numerical implicitization J Chen, J Kileel Journal of Software for Algebra and Geometry 9 (1), 55-63, 2019	25*	2019
Earthmover-based manifold learning for analyzing molecular conformation spaces N Zelesko, A Moscovich, J Kileel, A Singer 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1715-1719, 2020	24	2020
Subspace power method for symmetric tensor decomposition and generalized PCA J Kileel, JM Pereira arXiv preprint arXiv:1912.04007 3, 2019	22	2019
Autocorrelation analysis for cryo-EM with sparsity constraints: improved sample complexity and projection-based algorithms T Bendory, Y Khoo, J Kileel, O Mickelin, A Singer Proceedings of the National Academy of Sciences 120 (18), e2216507120, 2023	19	2023
Snapshot of algebraic vision J Kileel, K Kohn arXiv preprint arXiv:2210.11443, 2022	19	2022
On the instability of relative pose estimation and ransac's role H Fan, J Kileel, B Kimia Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022	18	2022
Tensor moments of gaussian mixture models: Theory and applications JM Pereira, J Kileel, TG Kolda arXiv preprint arXiv:2202.06930, 2022	16	2022
Distortion varieties J Kileel, Z Kukelova, T Pajdla, B Sturmfels Foundations of Computational Mathematics 18, 1043-1071, 2018	16	2018
Rigid multiview varieties M Joswig, J Kileel, B Sturmfels, A Wagner International Journal of Algebra and Computation 26 (04), 775-788, 2016	12	2016

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