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.

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

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 .

Uhler, Caroline, Alex Lenkoski, and Donald Richards. “Exact Formulas for the Normalizing Constants of Wishart Distributions for Graphical Models.” ArXiv. ArXiv, 2014.

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 .

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 .

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 .

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 .

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 .

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 .

Malaspinas, Anna, and Caroline Uhler. “Detecting Epistasis via Markov Bases.”http://dx.doi.org/10.18409/jas.v2i1.27__Journal of Algebraic Statistics. Public Knowledge Project, 2011.http://dx.doi.org/10.18409/jas.v2i1.27 .

Fienberg, Stephen, Aleksandra Slavkovic, and Caroline Uhler. “Privacy Preserving GWAS Data Sharing.”https://doi.org/10.1109/ICDMW.2011.140__IEEE, 2011.https://doi.org/10.1109/ICDMW.2011.140 .

Evans, Steven, Bernd Sturmfels, and Caroline Uhler. “Commuting Birth and Death Processes.”https://doi.org/10.1214/09-AAP615__The Annals of Applied Probability. Institute of Mathematical Statistics, 2010.https://doi.org/10.1214/09-AAP615 .

Sturmfels, Bernd, and Caroline Uhler. “Multivariate Gaussians, Semidefinite Matrix Completion, and Convex Algebraic Geometry.”https://doi.org/10.1007/s10463-010-0295-4__Annals of the Institute of Statistical Mathematics. Springer, 2010.https://doi.org/10.1007/s10463-010-0295-4 .

Uhler, Caroline. “Mastitis in Dairy Production: Estimation of Sensitivity, Specificity and Disease Prevalence in the Absence of a Gold Standard.”https://doi.org/10.1198/jabes.2009.0005__Journal of Agricultural Biological and Environmental Statistics. Springer, 2009.https://doi.org/10.1198/jabes.2009.0005 .

Green, Richard, Anna Malaspinas, Johannes Krause, Adrian Briggs, Philip Johnson, Caroline Uhler, Matthias Meyer, et al. “A Complete Neandertal Mitochondrial Genome Sequence Determined by Highhhroughput Sequencing.”https://doi.org/10.1016/j.cell.2008.06.021__Cell. Cell Press, 2008.https://doi.org/10.1016/j.cell.2008.06.021 .