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Generalized Bayes approach to inverse problems with model misspecification

Y. Baek, W. Aquino, and S. Mukherjee. Inverse Problems, 39 (10): 105011 (September 2023)
DOI: 10.1088/1361-6420/acf51c

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The bulk and the extremes of minimal spanning acycles and persistence diagrams of random complexesN. Fraiman, S. Mukherjee, and G. Thoppe. (2020)Higher Order Bipartiteness vs Bi-Partitioning in Simplicial ComplexesM. Eidi, and S. Mukherjee. (2024)A Bayesian hierarchical model to estimate DNA methylation conservation in colorectal tumorsK. Murgas, Y. Ma, L. Shahidi, S. Mukherjee, A. Allen, D. Shibata, and M. Ryser. Bioinformatics, 38 (1): 22--29 (September 2021)Learning Subspaces of Different DimensionsB. Thomas, K. You, L. Lin, L. Lim, and S. Mukherjee. Journal of Computational and Graphical Statistics, 31 (2): 337--350 (2022)Scale Reliant InferenceM. Nixon, J. Letourneau, L. David, N. Lazar, S. Mukherjee, and J. Silverman. (2022)A large deviation approach to posterior consistency in dynamical systemsL. Su, and S. Mukherjee. (2021)A Statistical Analysis of Compositional SurveysM. Nixon, J. Letourneau, L. David, S. Mukherjee, and J. Silverman. (January 2022)The Shadow knows: Empirical Distributions of Minimum Spanning Acycles and Persistence Diagrams of Random ComplexesN. Fraiman, S. Mukherjee, and G. Thoppe. (2020)Asymptotics of Bayesian Uncertainty Estimation in Random Features RegressionY. Baek, S. Berchuck, and S. Mukherjee. Advances in Neural Information Processing Systems, 36, page 40140--40153. Curran Associates, Inc., (2023)How Many Directions Determine a Shape and other Sufficiency Results for Two Topological TransformsJ. Curry, S. Mukherjee, and K. Turner. (2021)

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Generalized Bayes approach to inverse problems with model misspecification

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Generalized Bayes approach to inverse problems with model misspecification

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Generalized Bayes approach to inverse problems with model misspecification