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| author | Rémi Flamary <remi.flamary@gmail.com> | 2017-08-31 09:28:37 +0200 |
|---|---|---|
| committer | Rémi Flamary <remi.flamary@gmail.com> | 2017-08-31 09:28:37 +0200 |
| commit | 212f3889b1114026765cda0134e02766daa82af2 (patch) | |
| tree | f9ea2d2566d1544b3409152f8ebbc8ca706c96e2 /examples/plot_optim_OTreg.py | |
| parent | ec67362de5ec785e3871eac75a8aa477857092c4 (diff) | |
update tests
Diffstat (limited to 'examples/plot_optim_OTreg.py')
| -rw-r--r-- | examples/plot_optim_OTreg.py | 18 |
1 files changed, 18 insertions, 0 deletions
diff --git a/examples/plot_optim_OTreg.py b/examples/plot_optim_OTreg.py index 7ef6a6b..95bcdaf 100644 --- a/examples/plot_optim_OTreg.py +++ b/examples/plot_optim_OTreg.py @@ -4,6 +4,24 @@ Regularized OT with generic solver ================================== +This example illustrate the use of the generic solver for regularized OT with +user designed regularization term. It uses Conditional gradient as in [6] and +generalized Conditional Gradient as proposed in [5][7]. + + +[5] N. Courty; R. Flamary; D. Tuia; A. Rakotomamonjy, Optimal Transport for +Domain Adaptation, in IEEE Transactions on Pattern Analysis and Machine +Intelligence , vol.PP, no.99, pp.1-1. + +[6] Ferradans, S., Papadakis, N., Peyré, G., & Aujol, J. F. (2014). +Regularized discrete optimal transport. SIAM Journal on Imaging Sciences, +7(3), 1853-1882. + +[7] Rakotomamonjy, A., Flamary, R., & Courty, N. (2015). Generalized +conditional gradient: analysis of convergence and applications. +arXiv preprint arXiv:1510.06567. + + """ |