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update index.rst
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marcocuturi committed Oct 23, 2022
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Expand Up @@ -16,7 +16,7 @@ To achieve this, `OTT` rests on two families of tools:
The first family consists in *discrete* solvers computing transport between point clouds,
using the Sinkhorn :cite:`cuturi:13` and low-rank Sinkhorn :cite:`scetbon:21` algorithms,
and moving up towards Gromov-Wasserstein :cite:`memoli:11`, :cite:`memoli:11`;
the second family consists in *continuous* solvers, using suitable neural architectures:cite:`amos:17` coupled
the second family consists in *continuous* solvers, using suitable neural architectures :cite:`amos:17` coupled
with SGD type estimators :cite:`makkuva:20`, :cite:`korotin21`.

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