4 citations · 4 across the 3 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2025
Robust Optimization in Causal Models and G-Causal Normalizing Flows
Gabriele Visentin, Patrick Cheridito
In this paper, we show that interventionally robust optimization problems in causal models are continuous under the -causal Wasserstein distance, but may be discontinuous under…
stat.ML2025
Computing Optimal Transport Maps and Wasserstein Barycenters Using Conditional Normalizing Flows
Gabriele Visentin, Patrick Cheridito
We present a novel method for efficiently computing optimal transport maps and Wasserstein barycenters in high-dimensional spaces. Our approach uses conditional normalizing flows t…