Joe Kileel
Joe Kileel
Assistant Professor, University of Texas at Austin
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Zitiert von
Zitiert von
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
On the expressive power of deep polynomial neural networks
J Kileel, M Trager, J Bruna
Advances in neural information processing systems 32, 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
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
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
Hadamard products of linear spaces
C Bocci, E Carlini, J Kileel
Journal of Algebra 448, 595-617, 2016
Minimal problems for the calibrated trifocal variety
J Kileel
SIAM Journal on Applied Algebra and Geometry 1 (1), 575-598, 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
Numerical implicitization
J Chen, J Kileel
Journal of Software for Algebra and Geometry 9 (1), 55-63, 2019
Manifold learning with arbitrary norms
J Kileel, A Moscovich, N Zelesko, A Singer
Journal of Fourier Analysis and Applications 27 (5), 82, 2021
Subspace power method for symmetric tensor decomposition and generalized PCA
J Kileel, JM Pereira
arXiv preprint arXiv:1912.04007, 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
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
The effect of smooth parametrizations on nonconvex optimization landscapes
E Levin, J Kileel, N Boumal
arXiv preprint arXiv:2207.03512, 2022
Distortion varieties
J Kileel, Z Kukelova, T Pajdla, B Sturmfels
Foundations of Computational Mathematics 18, 1043-1071, 2018
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
Rigid multiview varieties
M Joswig, J Kileel, B Sturmfels, A Wagner
International Journal of Algebra and Computation 26 (04), 775-788, 2016
Tensor moments of gaussian mixture models: Theory and applications
JM Pereira, J Kileel, TG Kolda
arXiv preprint arXiv:2202.06930, 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
Algebraic geometry for computer vision
JD Kileel
University of California, Berkeley, 2017
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