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Matthieu Heitz
Matthieu Heitz
Verified email at univ-lyon1.fr
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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
1112018
Ground metric learning on graphs
M Heitz, N Bonneel, D Coeurjolly, M Cuturi, G Peyré
Journal of Mathematical Imaging and Vision 63 (1), 89-107, 2021
82021
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
Trajectory Inference via Mean-field Langevin in Path Space
S Zhang, L Chizat, M Heitz, G Schiebinger
arXiv preprint arXiv:2205.07146, 2022
2022
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
2022
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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