Search Results for author: Vaios Laschos

Found 2 papers, 2 papers with code

Generative Adversarial Learning of Sinkhorn Algorithm Initializations

2 code implementations30 Nov 2022 Jonathan Geuter, Vaios Laschos

The Sinkhorn algorithm is the state-of-the-art to approximate solutions of entropic optimal transport (OT) distances between discrete probability distributions.

Training Generative Networks with general Optimal Transport distances

1 code implementation1 Oct 2019 Vaios Laschos, Jan Tinapp, Klaus Obermayer

We propose a new algorithm that uses an auxiliary neural network to express the potential of the optimal transport map between two data distributions.

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