Publications

Zhengxin Zhang, Ziv Goldfeld, Youssef Mroueh, Bharath K Sriperumbudur (2024). Gromov--Wasserstein distances: Entropic regularization, duality and sample complexity. The Annals of Statistics.

Zhengxin Zhang, Ziv Goldfeld, Kristjan Greenewald, Youssef Mroueh, Bharath K Sriperumbudur (2024). Gradient Flows and Riemannian Structure in the Gromov-Wasserstein Geometry. arXiv preprint arXiv:2407.11800, accepted at Foundations of Computational Mathematics.

Zhengxin Zhang, Youssef Mroueh, Ziv Goldfeld, Bharath Sriperumbudur (2022). Cycle consistent probability divergences across different spaces. International Conference on Artificial Intelligence and Statistics.

Sreejith Sreekumar, Zhengxin Zhang, Ziv Goldfeld (2021). Non-asymptotic performance guarantees for neural estimation of f-divergences. International Conference on Artificial Intelligence and Statistics.