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Variational Representations and Neural Network Estimation of Rényi Divergences.

, , , , and . SIAM J. Math. Data Sci., 3 (4): 1093-1116 (2021)

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Boltzmann equation solver adapted to emergent chemical non-equilibrium., , and . J. Comput. Phys., (2015)Optimizing variational representations of divergences and accelerating their statistical estimation., , and . CoRR, (2020)Variational Representations and Neural Network Estimation of Rényi Divergences., , , , and . SIAM J. Math. Data Sci., 3 (4): 1093-1116 (2021)Function-space regularized Rényi divergences., , , , and . CoRR, (2022)Structure-preserving GANs., , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 1982-2020. PMLR, (2022)Robustness of Dynamical Quantities of Interest via Goal-Oriented Information Theory., , and . CoRR, (2019)A Variational Formula for Rényi Divergences., , , , and . CoRR, (2020)Optimizing Variational Representations of Divergences and Accelerating Their Statistical Estimation., , and . IEEE Trans. Inf. Theory, 68 (7): 4553-4572 (2022)(f, Γ)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics., , , , and . CoRR, (2020)Function-space regularized Rényi divergences., , , , and . ICLR, OpenReview.net, (2023)