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Joe Kileel
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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
672017
On the expressive power of deep polynomial neural networks
J Kileel, M Trager, J Bruna
Advances in neural information processing systems 32, 2019
532019
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
422017
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
372020
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
372018
Hadamard products of linear spaces
C Bocci, E Carlini, J Kileel
Journal of Algebra 448, 595-617, 2016
352016
Minimal problems for the calibrated trifocal variety
J Kileel
SIAM Journal on Applied Algebra and Geometry 1 (1), 575-598, 2017
312017
The Chow form of the essential variety in computer vision
G Fløystad, J Kileel, G Ottaviani
Journal of Symbolic Computation 86, 97-119, 2018
232018
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
162019
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
142020
Manifold learning with arbitrary norms
J Kileel, A Moscovich, N Zelesko, A Singer
Journal of Fourier Analysis and Applications 27 (5), 82, 2021
122021
Distortion varieties
J Kileel, Z Kukelova, T Pajdla, B Sturmfels
Foundations of Computational Mathematics 18, 1043-1071, 2018
122018
Finding stationary points on bounded-rank matrices: A geometric hurdle and a smooth remedy
E Levin, J Kileel, N Boumal
Mathematical Programming 199 (1-2), 831-864, 2023
102023
Rigid multiview varieties
M Joswig, J Kileel, B Sturmfels, A Wagner
International Journal of Algebra and Computation 26 (04), 775-788, 2016
102016
Tensor moments of gaussian mixture models: Theory and applications
JM Pereira, J Kileel, TG Kolda
arXiv preprint arXiv:2202.06930, 2022
72022
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
72022
Algebraic geometry for computer vision
JD Kileel
University of California, Berkeley, 2017
72017
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
62021
Symmetry breaking in symmetric tensor decomposition
Y Arjevani, J Bruna, M Field, J Kileel, M Trager, F Williams
arXiv preprint arXiv:2103.06234, 2021
42021
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