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Fixes for FGW full rank

Past due by 5 months 50% complete

Currently, we have issues reproducing convergence in balanced and unbalanced fgw.

  • in the unbalance case, it seems there are numerical issues due to marginal normalization, see ott-jax/ott#519
  • in the balance case, it seems like the number of iterations that are set to default are not optimal, but we need to check across problems, see #686

Currently, we have issues reproducing convergence in balanced and unbalanced fgw.

  • in the unbalance case, it seems there are numerical issues due to marginal normalization, see ott-jax/ott#519
  • in the balance case, it seems like the number of iterations that are set to default are not optimal, but we need to check across problems, see #686
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