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 BrunaCourant Institute of Mathematical Sciences, New York UniversityVerified email at cims.nyu.edu
Matthew TragerAmazonVerified email at amazon.com
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
João M. PereiraInstituto de Matemática Pura e Aplicada (IMPA)Verified email at impa.br
Tamir BendorySenior Lecturer (Assistant Professor)Verified email at tauex.tau.ac.il
Yuehaw KhooUniversity of ChicagoVerified email at uchicago.edu
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
Amit MoscovichTel Aviv UniversityVerified email at tauex.tau.ac.il
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, A Perry, J Weed, AS Wein arXiv preprint arXiv:1712.10163, 2017	64	2017
On the expressive power of deep polynomial neural networks J Kileel, M Trager, J Bruna Advances in neural information processing systems 32, 2019	50	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	41	2017
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	35	2018
Hadamard products of linear spaces C Bocci, E Carlini, J Kileel Journal of Algebra 448, 595-617, 2016	35	2016
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	34	2020
Minimal problems for the calibrated trifocal variety J Kileel SIAM Journal on Applied Algebra and Geometry 1 (1), 575-598, 2017	29	2017
The Chow form of the essential variety in computer vision G Fløystad, J Kileel, G Ottaviani Journal of Symbolic Computation 86, 97-119, 2018	22	2018
Numerical implicitization J Chen, J Kileel Journal of Software for Algebra and Geometry 9 (1), 55-63, 2019	20*	2019
Subspace power method for symmetric tensor decomposition and generalized PCA J Kileel, JM Pereira arXiv preprint arXiv:1912.04007, 2019	16	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	13	2020
Distortion varieties J Kileel, Z Kukelova, T Pajdla, B Sturmfels Foundations of Computational Mathematics 18, 1043-1071, 2018	12	2018
Manifold learning with arbitrary norms J Kileel, A Moscovich, N Zelesko, A Singer Journal of Fourier Analysis and Applications 27 (5), 82, 2021	11	2021
Rigid multiview varieties M Joswig, J Kileel, B Sturmfels, A Wagner International Journal of Algebra and Computation 26 (04), 775-788, 2016	10	2016
Finding stationary points on bounded-rank matrices: A geometric hurdle and a smooth remedy E Levin, J Kileel, N Boumal Mathematical Programming, 1-34, 2022	9	2022
Tensor moments of gaussian mixture models: Theory and applications JM Pereira, J Kileel, TG Kolda arXiv preprint arXiv:2202.06930, 2022	6	2022
Landscape analysis of an improved power method for tensor decomposition J Kileel, T Klock, J M Pereira Advances in Neural Information Processing Systems 34, 6253-6265, 2021	6	2021
Algebraic geometry for computer vision JD Kileel University of California, Berkeley, 2017	6	2017
Symmetry breaking in symmetric tensor decomposition Y Arjevani, J Bruna, M Field, J Kileel, M Trager, F Williams arXiv preprint arXiv:2103.06234, 2021	4	2021
Snapshot of Algebraic Vision J Kileel, K Kohn arXiv preprint arXiv:2210.11443, 2022	3	2022

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