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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, J Niles-Weed, A Perry, AS Wein
Applied and Computational Harmonic Analysis, 2023
772023
On the expressive power of deep polynomial neural networks
J Kileel, M Trager, J Bruna
Advances in neural information processing systems 32, 2019
602019
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
502017
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
442020
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
402018
Hadamard products of linear spaces
C Bocci, E Carlini, J Kileel
Journal of Algebra 448, 595-617, 2016
362016
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
252018
Numerical implicitization
J Chen, J Kileel
Journal of Software for Algebra and Geometry 9 (1), 55-63, 2019
21*2019
Manifold learning with arbitrary norms
J Kileel, A Moscovich, N Zelesko, A Singer
Journal of Fourier Analysis and Applications 27 (5), 82, 2021
192021
Subspace power method for symmetric tensor decomposition and generalized PCA
J Kileel, JM Pereira
arXiv preprint arXiv:1912.04007, 2019
182019
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
172020
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
142023
Distortion varieties
J Kileel, Z Kukelova, T Pajdla, B Sturmfels
Foundations of Computational Mathematics 18, 1043-1071, 2018
142018
The effect of smooth parametrizations on nonconvex optimization landscapes
E Levin, J Kileel, N Boumal
arXiv preprint arXiv:2207.03512, 2022
132022
Rigid multiview varieties
M Joswig, J Kileel, B Sturmfels, A Wagner
International Journal of Algebra and Computation 26 (04), 775-788, 2016
112016
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
102022
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
92023
Algebraic geometry for computer vision
JD Kileel
University of California, Berkeley, 2017
92017
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
82021
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