On the Representation and Learning of Monotone Triangular Transport Maps

Author:

Baptista Ricardo,Marzouk Youssef,Zahm Olivier

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Analysis

Reference76 articles.

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2. Anderes, E. and Coram, M. (2012). A general spline representation for nonparametric and semiparametric density estimates using diffeomorphisms. arXiv preprintarXiv:1205.5314.

3. Baptista, R., Hosseini, B., Kovachki, N. B. and Marzouk, Y. (2023). Conditional sampling with monotone GANs: from generative models to likelihood-free inference. arXiv preprintarXiv:2006.06755v3.

4. Baptista, R., Marzouk, Y., Morrison, R. E. and Zahm, O. (2021). Learning non-Gaussian graphical models via Hessian scores and triangular transport. arXiv preprintarXiv:2101.03093.

5. Bertsekas, D. P. (1997). Nonlinear programming. Journal of the Operational Research Society 48 334–334.

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