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Disambiguation of "Katsoulakis, Markos A."

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How biased is your model? Concentration Inequalities, Information and Model Bias.

, , , and . CoRR, (2017)

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Markos Markaris

Markos Siotes

Markos Maragkos

Markos Pechlivanis

Markos Maniatis

 

Other publications of authors with the same name

Spatial Two-Level Interacting Particle Simulations and Information Theory-Based Error Quantification., , and . SIAM J. Sci. Comput., (2014)Structure-preserving GANs., , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 1982-2020. PMLR, (2022)Function-space regularized Rényi divergences., , , , and . CoRR, (2022)Robust Information Divergences for Model-Form Uncertainty Arising from Sparse Data in Random PDE., and . SIAM/ASA J. Uncertain. Quantification, 6 (4): 1364-1394 (2018)Scalable information inequalities for uncertainty quantification., , and . J. Comput. Phys., (2017)Statistical Guarantees of Group-Invariant GANs., , , and . CoRR, (2023)Learning heavy-tailed distributions with Wasserstein-proximal-regularized α-divergences., , , , and . CoRR, (2024)Score-based generative models are provably robust: an uncertainty quantification perspective., , and . CoRR, (2024)Graph-Informed Neural Networks., , , and . AAAI Spring Symposium: MLPS, volume 2964 of CEUR Workshop Proceedings, CEUR-WS.org, (2021)(f, Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics., , , , and . J. Mach. Learn. Res., (2022)