Zhang, Cheng, Dominik Janzing, Mihaela  van der Schaar, Francesco Locatello, Peter Spirtes, Kun Zhang, Bernhard Schölkopf, and Caroline Uhler. “Causality in the Time of LLMs: Round Table Discussion Results of CLeaR 2023.” In 2nd Conference on Causal Learning and Reasoning, 2023.
LibreCat: https://research-explorer.ista.ac.at/record/14974

Mohammadi, Fatemeh, Caroline Uhler, Charles Wang, and Josephine Yu. “Generalized Permutohedra from Probabilistic Graphical Models.”https://doi.org/10.1137/16M107894X__SIAM Journal on Discrete Mathematics. SIAM, 2018.https://doi.org/10.1137/16M107894X .
LibreCat: https://research-explorer.ista.ac.at/record/1092
DOI: 10.1137/16M107894X

Raskutti, Garvesh, and Caroline Uhler. “Learning Directed Acyclic Graphs Based on Sparsest Permutations.”https://doi.org/10.1002/sta4.183__STAT. Wiley, 2018.https://doi.org/10.1002/sta4.183 .
LibreCat: https://research-explorer.ista.ac.at/record/2015
DOI: 10.1002/sta4.183
arXiv: 1307.0366

Wang, Yejun, Mallika Nagarajan, Caroline Uhler, and Gv Shivashankar. “Orientation and Repositioning of Chromosomes Correlate with Cell Geometry Dependent Gene Expression.”https://doi.org/10.1091/mbc.E16-12-0825__Molecular Biology of the Cell. American Society for Cell Biology, 2017.https://doi.org/10.1091/mbc.E16-12-0825 .
LibreCat: https://research-explorer.ista.ac.at/record/698
DOI: 10.1091/mbc.E16-12-0825

Martin Del Campo Sanchez, Abraham, Sarah A Cepeda Humerez, and Caroline Uhler. “Exact Goodness-of-Fit Testing for the Ising Model.”https://doi.org/10.1111/sjos.12251__Scandinavian Journal of Statistics. Wiley-Blackwell, 2017.https://doi.org/10.1111/sjos.12251 .
LibreCat: https://research-explorer.ista.ac.at/record/2016
DOI: 10.1111/sjos.12251
WoS: 000400985000001
arXiv: 1410.1242

Zwiernik, Piotr, Caroline Uhler, and Donald Richards. “Maximum Likelihood Estimation for Linear Gaussian Covariance Models.”https://doi.org/10.1111/rssb.12217__Journal of the Royal Statistical Society. Series B: Statistical Methodology. Wiley-Blackwell, 2017.https://doi.org/10.1111/rssb.12217 .
LibreCat: https://research-explorer.ista.ac.at/record/1208
DOI: 10.1111/rssb.12217
WoS: 000411712300012

Fallat, Shaun, Steffen Lauritzen, Kayvan Sadeghi, Caroline Uhler, Nanny Wermuth, and Piotr Zwiernik. “Total Positivity in Markov Structures.”https://doi.org/10.1214/16-AOS1478__Annals of Statistics. Institute of Mathematical Statistics, 2017.https://doi.org/10.1214/16-AOS1478 .
LibreCat: https://research-explorer.ista.ac.at/record/1089
DOI: 10.1214/16-AOS1478
WoS: 000404395900008

Uhler, Caroline, and G V Shivashankar. “Geometric Control and Modeling of Genome Reprogramming.”https://doi.org/10.1080/19490992.2016.1201620__BioArchitecture. Taylor &; Francis, 2016.https://doi.org/10.1080/19490992.2016.1201620 .
LibreCat: https://research-explorer.ista.ac.at/record/1088
DOI: 10.1080/19490992.2016.1201620

Solus, Liam T, Caroline Uhler, and Ruriko Yoshida. “Extremal Positive Semidefinite Matrices Whose Sparsity Pattern Is given by Graphs without K5 Minors.”https://doi.org/10.1016/j.laa.2016.07.026__Linear Algebra and Its Applications. Elsevier, 2016.https://doi.org/10.1016/j.laa.2016.07.026 .
LibreCat: https://research-explorer.ista.ac.at/record/1293
DOI: 10.1016/j.laa.2016.07.026

Michaek, Mateusz, Bernd Sturmfels, Caroline Uhler, and Piotr Zwiernik. “Exponential Varieties.”https://doi.org/10.1112/plms/pdv066__Proceedings of the London Mathematical Society. Oxford University Press, 2016.https://doi.org/10.1112/plms/pdv066 .
LibreCat: https://research-explorer.ista.ac.at/record/1480
DOI: 10.1112/plms/pdv066

Klimova, Anna, Caroline Uhler, and Tamás Rudas. “Faithfulness and Learning Hypergraphs from Discrete Distributions.”https://doi.org/10.1016/j.csda.2015.01.017__Computational Statistics &; Data Analysis. Elsevier, 2015.https://doi.org/10.1016/j.csda.2015.01.017 .
LibreCat: https://research-explorer.ista.ac.at/record/2014
DOI: 10.1016/j.csda.2015.01.017

Yu, Fei, Stephen Fienberg, Alexandra Slakovi, and Caroline Uhler. “Scalable Privacy-Preserving Data Sharing Methodology for Genome-Wide Association Studies.”https://doi.org/10.1016/j.jbi.2014.01.008__Journal of Biomedical Informatics. Elsevier, 2014.https://doi.org/10.1016/j.jbi.2014.01.008 .
LibreCat: https://research-explorer.ista.ac.at/record/2011
DOI: 10.1016/j.jbi.2014.01.008

Lin, Shaowei, Caroline Uhler, Bernd Sturmfels, and Peter Bühlmann. “Hypersurfaces and Their Singularities in Partial Correlation Testing.”https://doi.org/10.1007/s10208-014-9205-0__Foundations of Computational Mathematics. Springer, 2014.https://doi.org/10.1007/s10208-014-9205-0 .
LibreCat: https://research-explorer.ista.ac.at/record/2013
DOI: 10.1007/s10208-014-9205-0

Uhler, Caroline, Alex Lenkoski, and Donald Richards. “Exact Formulas for the Normalizing Constants of Wishart Distributions for Graphical Models.” ArXiv. ArXiv, 2014.
LibreCat: https://research-explorer.ista.ac.at/record/2017

Yu, Fei, Michal Rybar, Caroline Uhler, and Stephen Fienberg. “Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS Databases.”https://doi.org/10.1007/978-3-319-11257-2_14__In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), edited by Josep Domingo Ferrer, 8744:170–84. Springer, 2014.https://doi.org/10.1007/978-3-319-11257-2_14 .
LibreCat: https://research-explorer.ista.ac.at/record/2047
DOI: 10.1007/978-3-319-11257-2_14
arXiv: 1407.8067

Iglesias Ham, Mabel, Michael Kerber, and Caroline Uhler. “Sphere Packing with Limited Overlap.”https://doi.org/10.48550/arXiv.1401.0468__ArXiv, n.d.https://doi.org/10.48550/arXiv.1401.0468 .
LibreCat: https://research-explorer.ista.ac.at/record/2012
DOI: 10.48550/arXiv.1401.0468
arXiv: 1401.0468

Uhler, Caroline, Garvesh Raskutti, Peter Bühlmann, and Bin Yu. “Geometry of the Faithfulness Assumption in Causal Inference.”https://doi.org/10.1214/12-AOS1080__The Annals of Statistics. Institute of Mathematical Statistics, 2013.https://doi.org/10.1214/12-AOS1080 .
LibreCat: https://research-explorer.ista.ac.at/record/2010
DOI: 10.1214/12-AOS1080
arXiv: 1207.0547

Uhler, Caroline, Aleksandra Slavkovic, and Stephen Fienberg. “Privacy-Preserving Data Sharing for Genome-Wide Association Studies.”https://doi.org/10.29012/jpc.v5i1.629__Journal of Privacy and Confidentiality . Carnegie Mellon University, 2013.https://doi.org/10.29012/jpc.v5i1.629 .
LibreCat: https://research-explorer.ista.ac.at/record/2009
DOI: 10.29012/jpc.v5i1.629

Uhler, Caroline, and Stephen Wright. “Packing Ellipsoids with Overlap.”https://doi.org/10.1137/120872309__SIAM Review. Society for Industrial and Applied Mathematics , 2013.https://doi.org/10.1137/120872309 .
LibreCat: https://research-explorer.ista.ac.at/record/2280
DOI: 10.1137/120872309
arXiv: 1204.0235

Uhler, Caroline. “Geometry of Maximum Likelihood Estimation in Gaussian Graphical Models.”https://doi.org/10.1214/11-AOS957__Annals of Statistics. Institute of Mathematical Statistics, 2012.https://doi.org/10.1214/11-AOS957 .
LibreCat: https://research-explorer.ista.ac.at/record/2959
DOI: 10.1214/11-AOS957