Add a tuto about sparse monge displacements (#374)

* update index * init nb * add paper * jit solver * add new source points * rephrase * fix h_tau * add samples description * fix from michal's comments * fix math * fix typo * Update links to functions --------- Co-authored-by: Michal Klein <46717574+michalk8@users.noreply.github.com>
ott-jax · Jun 21, 2023 · 05c0afb · 05c0afb
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diff --git a/docs/references.bib b/docs/references.bib
@@ -200,6 +200,13 @@ @inproceedings{bunne:22
   year      = {2022},
 }
 
+@inproceedings{cuturi:23,
+  title = {Monge, Bregman and Occam: Interpretable Optimal Transport in High-Dimensions with Feature-Sparse Maps},
+  author = {Cuturi, Marco and Klein, Michal and Ablin, Pierre},
+  booktitle = {International Conference on Machine Learning},
+  year = {2023}
+}
+
 @article{gelbrich:90,
   author  = {Gelbrich, Matthias},
   doi     = {10.1002/mana.19901470121},

diff --git a/docs/tutorials/index.rst b/docs/tutorials/index.rst
@@ -19,6 +19,7 @@ Linear Optimal Transport
     notebooks/Hessians
     notebooks/LRSinkhorn
     notebooks/sinkhorn_divergence_gradient_flow
+    notebooks/sparse_monge_displacements
 
 Barycenters
 ^^^^^^^^^^^