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Matthieu Heitz
Matthieu Heitz
在 math.ubc.ca 的电子邮件经过验证
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Wasserstein dictionary learning: Optimal transport-based unsupervised nonlinear dictionary learning
MA Schmitz, M Heitz, N Bonneel, F Ngole, D Coeurjolly, M Cuturi, G Peyré, ...
SIAM Journal on Imaging Sciences 11 (1), 643-678, 2018
1662018
Brassinosteroid gene regulatory networks at cellular resolution in the Arabidopsis root
TM Nolan, N Vukašinović, CW Hsu, J Zhang, I Vanhoutte, R Shahan, ...
Science 379 (6639), eadf4721, 2023
392023
Ground metric learning on graphs
M Heitz, N Bonneel, D Coeurjolly, M Cuturi, G Peyré
Journal of Mathematical Imaging and Vision 63, 89-107, 2021
212021
Trajectory inference via mean-field langevin in path space
L Chizat, S Zhang, M Heitz, G Schiebinger
Advances in Neural Information Processing Systems 35, 16731-16742, 2022
172022
Optimal transport-based dictionary learning and its application to euclid-like point spread function representation
MA Schmitz, M Heitz, N Bonneel, F Ngolè, D Coeurjolly, M Cuturi, G Peyré, ...
Wavelets and Sparsity XVII 10394, 72-81, 2017
42017
The dna-based global positioning system—a theoretical framework for large-scale spatial genomics
L Greenstreet, A Afanassiev, Y Kijima, M Heitz, S Ishiguro, S King, ...
bioRxiv, 2022.03. 22.485380, 2022
22022
DNA-GPS: A theoretical framework for optics-free spatial genomics and synthesis of current methods
L Greenstreet, A Afanassiev, Y Kijima, M Heitz, S Ishiguro, S King, ...
Cell Systems 14 (10), 844-859. e4, 2023
2023
Eulerian methods for inverse problems using optimal transport
M Heitz
Université de Lyon, 2020
2020
SUPPLEMENTARY MATERIALS: Wasserstein Dictionary Learning: Optimal Transport-based unsupervised non-linear dictionary learning
MA Schmitz, M Heitz, N Bonneel, F Ngole, D Coeurjolly, M Cuturi, G Peyré, ...
Wasserstein Dictionary Learning
MA Schmitz, M Heitz, N Bonneel, F Ngolè, D Coeurjolly, M Cuturi, G Peyré, ...
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