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Caroline Uhler, Ph.D. - Publications

Affiliations: 
2011 Statistics University of California, Berkeley, Berkeley, CA, United States 
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22 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Wang Y, Segarra S, Uhler C. High-dimensional joint estimation of multiple directed Gaussian graphical models Electronic Journal of Statistics. 14: 2439-2483. DOI: 10.1214/20-Ejs1724  0.382
2020 Robeva E, Sturmfels B, Tran N, Uhler C. Maximum Likelihood Estimation for Totally Positive Log-Concave Densities Scandinavian Journal of Statistics. DOI: 10.1111/Sjos.12462  0.615
2020 Agrawal R, Roy U, Uhler C. Covariance Matrix Estimation under Total Positivity for Portfolio Selection Journal of Financial Econometrics. DOI: 10.1093/Jjfinec/Nbaa018  0.364
2019 Lauritzen S, Uhler C, Zwiernik P. Maximum likelihood estimation in Gaussian models under total positivity The Annals of Statistics. 47: 1835-1863. DOI: 10.1214/17-Aos1668  0.423
2019 Perrone E, Solus L, Uhler C. Geometry of discrete copulas Journal of Multivariate Analysis. 172: 162-179. DOI: 10.1016/J.Jmva.2019.01.014  0.356
2019 Richards D, Uhler C. Loading monotonicity of weighted premiums, and total positivity properties of weight functions Journal of Mathematical Analysis and Applications. 475: 532-553. DOI: 10.1016/J.Jmaa.2019.02.054  0.312
2018 Uhler C, Lenkoski A, Richards D. Exact formulas for the normalizing constants of Wishart distributions for graphical models The Annals of Statistics. 46: 90-118. DOI: 10.1214/17-Aos1543  0.318
2018 Mohammadi F, Uhler C, Wang C, Yu J. Generalized Permutohedra from Probabilistic Graphical Models Siam Journal On Discrete Mathematics. 32: 64-93. DOI: 10.1137/16M107894X  0.536
2018 Radhakrishnan A, Solus L, Uhler C. Counting Markov equivalence classes for DAG models on trees Discrete Applied Mathematics. 244: 170-185. DOI: 10.1016/J.Dam.2018.03.015  0.381
2018 Robeva E, Sturmfels B, Uhler C. Geometry of Log-Concave Density Estimation Discrete & Computational Geometry. 61: 136-160. DOI: 10.1007/S00454-018-0024-Y  0.582
2017 Fallat S, Lauritzen S, Sadeghi K, Uhler C, Wermuth N, Zwiernik P. Total positivity in Markov structures The Annals of Statistics. 45: 1152-1184. DOI: 10.1214/16-Aos1478  0.353
2016 Campo AMd, Cepeda S, Uhler C. Exact Goodness-of-Fit Testing for the Ising Model Scandinavian Journal of Statistics. 44: 285-306. DOI: 10.1111/Sjos.12251  0.337
2016 Zwiernik P, Uhler C, Richards D. Maximum likelihood estimation for linear Gaussian covariance models Journal of the Royal Statistical Society: Series B (Statistical Methodology). 79: 1269-1292. DOI: 10.1111/Rssb.12217  0.446
2016 Solus L, Uhler C, Yoshida R. Extremal positive semidefinite matrices whose sparsity pattern is given by graphs without K5 minors Linear Algebra and Its Applications. 509: 247-275. DOI: 10.1016/J.Laa.2016.07.026  0.317
2015 Michałek M, Sturmfels B, Uhler C, Zwiernik P. Exponential varieties Proceedings of the London Mathematical Society. 112: 27-56. DOI: 10.1112/plms/pdv066  0.521
2015 Klimova A, Uhler C, Rudas T. Faithfulness and learning hypergraphs from discrete distributions Computational Statistics and Data Analysis. 87: 57-72. DOI: 10.1016/J.Csda.2015.01.017  0.378
2014 Lin S, Uhler C, Sturmfels B, Bühlmann P. Hypersurfaces and Their Singularities in Partial Correlation Testing Foundations of Computational Mathematics. 14: 1079-1116. DOI: 10.1007/S10208-014-9205-0  0.608
2013 Uhler C, Raskutti G, Bühlmann P, Yu B. Geometry of the faithfulness assumption in causal inference Annals of Statistics. 41: 436-463. DOI: 10.1214/12-Aos1080  0.388
2013 Uhler C, Wright SJ. Packing ellipsoids with overlap Siam Review. 55: 671-706. DOI: 10.1137/120872309  0.303
2012 Uhler C. Geometry of maximum likelihood estimation in Gaussian graphical models Annals of Statistics. 40: 238-261. DOI: 10.1214/11-Aos957  0.476
2010 Evans SN, Sturmfels B, Uhler C. Commuting birth-and-death processes Annals of Applied Probability. 20: 238-266. DOI: 10.1214/09-Aap615  0.5
2010 Sturmfels B, Uhler C. Multivariate Gaussians, semidefinite matrix completion, and convex algebraic geometry Annals of the Institute of Statistical Mathematics. 62: 603-638. DOI: 10.1007/S10463-010-0295-4  0.563
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