Rebecca E. Morrison

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 11

Top Topics

Probabilistic Graphical Models

Structural Learning

Experimental Data

Top Venues

SIAM/ASA J. Uncertain. Quantification

Comput. Math. Appl.

Publications

Michel Tosin, Eber Dantas, Americo Cunha Jr., Rebecca E. Morrison
ARBO: Arbovirus modeling and uncertainty quantification toolbox. Softw. Impacts 12 (2022)
Rebecca E. Morrison, Ricardo Baptista, Estelle L. Basor
Diagonal nonlinear transformations preserve structure in covariance and precision matrices. J. Multivar. Anal. 190 (2022)
Rebecca E. Morrison
Exact Reduction of the Generalized Lotka-Volterra Equations via Integral and Algebraic Substitutions. Comput. 9 (5) (2021)
Ricardo Baptista, Youssef M. Marzouk, Rebecca E. Morrison, Olivier Zahm
Learning non-Gaussian graphical models via Hessian scores and triangular transport. CoRR (2021)
Rebecca E. Morrison
Data-Driven Corrections of Partial Lotka-Volterra Models. Entropy 22 (11) (2020)
Rebecca E. Morrison, Americo Cunha Jr.
Embedded model discrepancy: A case study of Zika modeling. CoRR (2020)
Rebecca E. Morrison
Embedded discrepancy operators in reduced models of interacting species. CoRR (2019)
Rebecca E. Morrison, Todd A. Oliver, Robert D. Moser
Representing Model Inadequacy: A Stochastic Operator Approach. SIAM/ASA J. Uncertain. Quantification 6 (2) (2018)
Rebecca E. Morrison, Ricardo Baptista, Youssef M. Marzouk
Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting. CoRR (2017)
Rebecca E. Morrison, Ricardo Baptista, Youssef M. Marzouk
Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting. NIPS (2017)
Rebecca E. Morrison, Todd A. Oliver, Robert D. Moser
Representing model inadequacy: A stochastic operator approach. CoRR (2016)
Rebecca E. Morrison, Corey M. Bryant, Gabriel Terejanu, Serge Prudhomme, Kenji Miki
Data partition methodology for validation of predictive models. Comput. Math. Appl. 66 (10) (2013)