Edit Profile (opens in new tab) Uhler, Caroline Co-Author Distance Author ID: uhler.caroline Published as: Uhler, Caroline; Uhler, C. External Links: MGP · Wikidata · GND Documents Indexed: 39 Publications since 2009, including 6 Additional arXiv Preprints 2 Contributions as Editor Co-Authors: 49 Co-Authors with 37 Joint Publications 1,793 Co-Co-Authors all top 5 Co-Authors 4 single-authored 9 Sturmfels, Bernd 7 Zwiernik, Piotr 6 Solus, Liam T. 4 Radhakrishnan, Adityanarayanan 4 Richards, Donald St. P. 3 Lauritzen, Steffen Lilholt 3 Robeva, Elina 2 Belkin, Mikhail 2 Bühlmann, Peter 2 Drton, Mathias 2 Kahle, Thomas 2 Wang, Yuhao 2 Yoshida, Ruriko 1 Barton, Nick H. 1 Belyaeva, Anastasiya 1 Casanellas Rius, Marta 1 Cepeda, Sarah 1 del Campo, Abraham Martín 1 Edelsbrunner, Herbert 1 Erdős, László 1 Evans, Steven Neil 1 Fallat, Shaun M. 1 Hausel, Tamás 1 Hütter, Jan-Christian 1 Klimova, Anna 1 Kubjas, Kaie 1 Lenkoski, Alex 1 Lin, Shaowei 1 Lodhia, Asad 1 Maas, Jan 1 Malaspinas, Anna-Sapfo 1 Michałek, Mateusz 1 Mohammadi, Fatemeh 1 Perrone, Elisa 1 Petrović, Sonja 1 Raskutti, Garvesh 1 Rudas, Tamás 1 Sadeghi, Kayvan 1 Segarra, Santiago 1 Seiringer, Robert 1 Squires, Chandler 1 Sullivant, Seth 1 Sun, Lawrence J. 1 Tran, Ngoc Mai 1 Wagner, Uli 1 Wermuth, Nanny 1 Wright, Stephen J. 1 Yu, Bin 1 Yu, Josephine all top 5 Serials 6 The Annals of Statistics 2 Scandinavian Journal of Statistics 2 Discrete & Computational Geometry 2 Foundations of Computational Mathematics 2 Oberwolfach Reports 2 Journal of Algebraic Statistics 1 Discrete Applied Mathematics 1 Journal of Mathematical Analysis and Applications 1 Annals of the Institute of Statistical Mathematics 1 Biometrika 1 Journal of Multivariate Analysis 1 Kybernetika 1 Proceedings of the London Mathematical Society. Third Series 1 Internationale Mathematische Nachrichten 1 SIAM Journal on Discrete Mathematics 1 The Annals of Applied Probability 1 Linear Algebra and its Applications 1 Proceedings of the National Academy of Sciences of the United States of America 1 SIAM Review 1 Computational Statistics and Data Analysis 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Electronic Journal of Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 SIAM Journal on Mathematics of Data Science all top 5 Fields 28 Statistics (62-XX) 9 Combinatorics (05-XX) 8 Convex and discrete geometry (52-XX) 8 Probability theory and stochastic processes (60-XX) 6 Algebraic geometry (14-XX) 6 Linear and multilinear algebra; matrix theory (15-XX) 5 Commutative algebra (13-XX) 4 Biology and other natural sciences (92-XX) 3 Numerical analysis (65-XX) 3 Computer science (68-XX) 2 General and overarching topics; collections (00-XX) 2 Operations research, mathematical programming (90-XX) 1 History and biography (01-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Number theory (11-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 26 Publications have been cited 232 times in 172 Documents Cited by ▼ Year ▼ Multivariate Gaussians, semidefinite matrix completion, and convex algebraic geometry. Zbl 1440.62255 Sturmfels, Bernd; Uhler, Caroline 36 2010 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068 Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 28 2013 Geometry of maximum likelihood estimation in Gaussian graphical models. Zbl 1246.62140 Uhler, Caroline 23 2012 Exponential varieties. Zbl 1345.14048 Michałek, Mateusz; Sturmfels, Bernd; Uhler, Caroline; Zwiernik, Piotr 23 2016 Total positivity in Markov structures. Zbl 1414.60010 Fallat, Shaun; Lauritzen, Steffen; Sadeghi, Kayvan; Uhler, Caroline; Wermuth, Nanny; Zwiernik, Piotr 16 2017 Maximum likelihood estimation for linear Gaussian covariance models. Zbl 1373.62267 Zwiernik, Piotr; Uhler, Caroline; Richards, Donald 16 2017 Maximum likelihood estimation in Gaussian models under total positivity. Zbl 1467.62092 Lauritzen, Steffen; Uhler, Caroline; Zwiernik, Piotr 16 2019 Exact formulas for the normalizing constants of Wishart distributions for graphical models. Zbl 1392.62146 Uhler, Caroline; Lenkoski, Alex; Richards, Donald 13 2018 Packing ellipsoids with overlap. Zbl 1282.90124 Uhler, Caroline; Wright, Stephen J. 8 2013 Geometry of discrete copulas. Zbl 1415.60024 Perrone, Elisa; Solus, Liam; Uhler, Caroline 6 2019 Generalized permutohedra from probabilistic graphical models. Zbl 06825999 Mohammadi, Fatemeh; Uhler, Caroline; Wang, Charles; Yu, Josephine 5 2018 Hypersurfaces and their singularities in partial correlation testing. Zbl 1308.62110 Lin, Shaowei; Uhler, Caroline; Sturmfels, Bernd; Bühlmann, Peter 5 2014 Total positivity in exponential families with application to binary variables. Zbl 1473.60046 Lauritzen, Steffen; Uhler, Caroline; Zwiernik, Piotr 5 2021 Counting Markov equivalence classes for DAG models on trees. Zbl 1387.05104 Radhakrishnan, Adityanarayanan; Solus, Liam; Uhler, Caroline 4 2018 Maximum likelihood estimation for totally positive log-concave densities. Zbl 1473.62048 Robeva, Elina; Sturmfels, Bernd; Tran, Ngoc; Uhler, Caroline 4 2021 Brownian motion tree models are toric. Zbl 07332783 Sturmfels, Bernd; Uhler, Caroline; Zwiernik, Piotr 4 2020 Consistency guarantees for greedy permutation-based causal inference algorithms. Zbl 07459733 Solus, L.; Wang, Y.; Uhler, C. 4 2021 Geometry of log-concave density estimation. Zbl 1416.62202 Robeva, Elina; Sturmfels, Bernd; Uhler, Caroline 3 2019 Commuting birth-and-death processes. Zbl 1200.60072 Evans, Steven N.; Sturmfels, Bernd; Uhler, Caroline 3 2010 Gaussian graphical models. Zbl 1442.62147 Uhler, Caroline 2 2019 Overparameterized neural networks implement associative memory. Zbl 1485.68236 Radhakrishnan, Adityanarayanan; Belkin, Mikhail; Uhler, Caroline 2 2020 Identifying 3D genome organization in diploid organisms via Euclidean distance geometry. Zbl 1486.92334 Belyaeva, Anastasiya; Kubjas, Kaie; Sun, Lawrence J.; Uhler, Caroline 2 2022 Extremal positive semidefinite matrices whose sparsity pattern is given by graphs without \(K_{5}\) minors. Zbl 1348.52010 Solus, Liam; Uhler, Caroline; Yoshida, Ruriko 1 2016 Loading monotonicity of weighted premiums, and total positivity properties of weight functions. Zbl 1410.91286 Richards, Donald; Uhler, Caroline 1 2019 Exact goodness-of-fit testing for the Ising model. Zbl 1422.62272 Del Campo, Abraham Martín; Cepeda, Sarah; Uhler, Caroline 1 2017 High-dimensional joint estimation of multiple directed Gaussian graphical models. Zbl 1445.62046 Wang, Yuhao; Segarra, Santiago; Uhler, Caroline 1 2020 Identifying 3D genome organization in diploid organisms via Euclidean distance geometry. Zbl 1486.92334 Belyaeva, Anastasiya; Kubjas, Kaie; Sun, Lawrence J.; Uhler, Caroline 2 2022 Total positivity in exponential families with application to binary variables. Zbl 1473.60046 Lauritzen, Steffen; Uhler, Caroline; Zwiernik, Piotr 5 2021 Maximum likelihood estimation for totally positive log-concave densities. Zbl 1473.62048 Robeva, Elina; Sturmfels, Bernd; Tran, Ngoc; Uhler, Caroline 4 2021 Consistency guarantees for greedy permutation-based causal inference algorithms. Zbl 07459733 Solus, L.; Wang, Y.; Uhler, C. 4 2021 Brownian motion tree models are toric. Zbl 07332783 Sturmfels, Bernd; Uhler, Caroline; Zwiernik, Piotr 4 2020 Overparameterized neural networks implement associative memory. Zbl 1485.68236 Radhakrishnan, Adityanarayanan; Belkin, Mikhail; Uhler, Caroline 2 2020 High-dimensional joint estimation of multiple directed Gaussian graphical models. Zbl 1445.62046 Wang, Yuhao; Segarra, Santiago; Uhler, Caroline 1 2020 Maximum likelihood estimation in Gaussian models under total positivity. Zbl 1467.62092 Lauritzen, Steffen; Uhler, Caroline; Zwiernik, Piotr 16 2019 Geometry of discrete copulas. Zbl 1415.60024 Perrone, Elisa; Solus, Liam; Uhler, Caroline 6 2019 Geometry of log-concave density estimation. Zbl 1416.62202 Robeva, Elina; Sturmfels, Bernd; Uhler, Caroline 3 2019 Gaussian graphical models. Zbl 1442.62147 Uhler, Caroline 2 2019 Loading monotonicity of weighted premiums, and total positivity properties of weight functions. Zbl 1410.91286 Richards, Donald; Uhler, Caroline 1 2019 Exact formulas for the normalizing constants of Wishart distributions for graphical models. Zbl 1392.62146 Uhler, Caroline; Lenkoski, Alex; Richards, Donald 13 2018 Generalized permutohedra from probabilistic graphical models. Zbl 06825999 Mohammadi, Fatemeh; Uhler, Caroline; Wang, Charles; Yu, Josephine 5 2018 Counting Markov equivalence classes for DAG models on trees. Zbl 1387.05104 Radhakrishnan, Adityanarayanan; Solus, Liam; Uhler, Caroline 4 2018 Total positivity in Markov structures. Zbl 1414.60010 Fallat, Shaun; Lauritzen, Steffen; Sadeghi, Kayvan; Uhler, Caroline; Wermuth, Nanny; Zwiernik, Piotr 16 2017 Maximum likelihood estimation for linear Gaussian covariance models. Zbl 1373.62267 Zwiernik, Piotr; Uhler, Caroline; Richards, Donald 16 2017 Exact goodness-of-fit testing for the Ising model. Zbl 1422.62272 Del Campo, Abraham Martín; Cepeda, Sarah; Uhler, Caroline 1 2017 Exponential varieties. Zbl 1345.14048 Michałek, Mateusz; Sturmfels, Bernd; Uhler, Caroline; Zwiernik, Piotr 23 2016 Extremal positive semidefinite matrices whose sparsity pattern is given by graphs without \(K_{5}\) minors. Zbl 1348.52010 Solus, Liam; Uhler, Caroline; Yoshida, Ruriko 1 2016 Hypersurfaces and their singularities in partial correlation testing. Zbl 1308.62110 Lin, Shaowei; Uhler, Caroline; Sturmfels, Bernd; Bühlmann, Peter 5 2014 Geometry of the faithfulness assumption in causal inference. Zbl 1267.62068 Uhler, Caroline; Raskutti, Garvesh; Bühlmann, Peter; Yu, Bin 28 2013 Packing ellipsoids with overlap. Zbl 1282.90124 Uhler, Caroline; Wright, Stephen J. 8 2013 Geometry of maximum likelihood estimation in Gaussian graphical models. Zbl 1246.62140 Uhler, Caroline 23 2012 Multivariate Gaussians, semidefinite matrix completion, and convex algebraic geometry. Zbl 1440.62255 Sturmfels, Bernd; Uhler, Caroline 36 2010 Commuting birth-and-death processes. Zbl 1200.60072 Evans, Steven N.; Sturmfels, Bernd; Uhler, Caroline 3 2010 all cited Publications top 5 cited Publications all top 5 Cited by 316 Authors 15 Uhler, Caroline 12 Sturmfels, Bernd 10 Zwiernik, Piotr 6 Sinn, Rainer 5 Cid-Ruiz, Yairon 4 Améndola, Carlos 4 Blekherman, Grigoriy 4 Lauritzen, Steffen Lilholt 4 Michałek, Mateusz 4 Park, Gunwoong 4 Robeva, Elina 3 Bühlmann, Peter 3 Coons, Jane Ivy 3 De Iorio, Maria 3 Draisma, Jan 3 Kahle, Thomas 3 Kummer, Mario Denis 3 Maraj, Aida 3 Marigliano, Orlando 3 Misra, Pratik 3 Pourahmadi, Mohsen 3 Solus, Liam T. 3 Sorea, Miruna-Ştefana 3 Sullivant, Seth 3 van den Boom, Willem 3 Vinzant, Cynthia 2 Bernstein, Daniel Irving 2 Beskos, Alexandros 2 Birgin, Ernesto G. 2 Boege, Tobias 2 Castillo, Federico 2 Castillo, Ignacio 2 Cifuentes, Diego 2 Drton, Mathias 2 Eur, Christopher 2 Garcia, Tanya P. 2 Ghosal, Subhashis 2 Gustafsson, Lukas 2 Heaton, Alexander 2 Homs Pons, Roser 2 Hoşten, Serkan 2 Hütter, Jan-Christian 2 Jiang, Yuhan 2 Kampas, Frank J. 2 Kohn, Kathlén 2 Kubjas, Kaie 2 Kuipers, Jack B. 2 Li, Binglin 2 Lobato, Rafael D. 2 Mao, Cheng 2 Massam, Helene M. 2 Moffa, Giusi 2 Moon, Hyunsuk 2 Motwani, Harshit J. 2 Mulgrave, Jami J. 2 Park, Sion 2 Petrović, Sonja 2 Pintér, János D. 2 Rigollet, Philippe 2 Rodriguez, Jose Israel 2 Röttger, Frank 2 Scholten, Georgy 2 Sei, Tomonari 2 Seigal, Anna Leah 2 Takemura, Akimichi 2 Venturello, Lorenzo 2 Zhang, Naizhen 1 Aas, Kjersti 1 Agarwala, Susama 1 Agostini, Daniele 1 Ahmadieh, A. Al 1 Alexandr, Yulia 1 Alghalith, Moawia 1 Alonso, Pedro 1 Argiento, Raffaele 1 Balakrishnan, Sivaraman 1 Battey, Heather S. 1 Baz, Juan 1 Belkin, Mikhail 1 Ben-David, Emanuel 1 Bielza, Concha 1 Bodnar, Olha 1 Bogso, Antoine-Marie 1 Borzì, Alessio 1 Bourn, Rebecca 1 Brandenburg, Marie-Charlotte 1 Breiding, Paul 1 Brustenga i Moncusí, Laura 1 Caminata, Alessio 1 Cao, Xuan 1 Cazzador, Elisa 1 Çelik, Türkü Özlüm 1 Chakraverty, Snehashish 1 Chang, Hyunwoong 1 Chen, Xiangying 1 Chen, Yen-Chi 1 Chen, Zhao 1 Chirco, Goffredo 1 Codazzi, Laura 1 Colombi, Alessandro ...and 216 more Authors all top 5 Cited in 82 Serials 15 The Annals of Statistics 11 Le Matematiche 8 SIAM Journal on Applied Algebra and Geometry 7 Journal of Multivariate Analysis 7 Journal of Machine Learning Research (JMLR) 7 Electronic Journal of Statistics 6 Algebraic Statistics 5 Foundations of Computational Mathematics 4 Linear Algebra and its Applications 4 Computational Statistics and Data Analysis 3 Advances in Applied Mathematics 3 Journal of Symbolic Computation 3 Journal of Global Optimization 3 Oberwolfach Reports 3 Journal of Computational and Graphical Statistics 3 Algebraic Combinatorics 2 Advances in Mathematics 2 Annals of the Institute of Statistical Mathematics 2 Journal of Pure and Applied Algebra 2 Journal of Statistical Planning and Inference 2 Mathematika 2 SIAM Journal on Discrete Mathematics 2 Communications in Statistics. Theory and Methods 2 SIAM Journal on Optimization 2 Bernoulli 2 Journal of the Korean Statistical Society 2 Bayesian Analysis 1 Artificial Intelligence 1 Communications in Algebra 1 Discrete Applied Mathematics 1 Discrete Mathematics 1 Physica A 1 Bulletin of Mathematical Biology 1 Beiträge zur Algebra und Geometrie 1 Annali di Matematica Pura ed Applicata. Serie Quarta 1 Collectanea Mathematica 1 Fuzzy Sets and Systems 1 Journal of Algebra 1 Journal of the American Statistical Association 1 Journal of Applied Probability 1 Journal of Computational and Applied Mathematics 1 Kybernetika 1 Michigan Mathematical Journal 1 Proceedings of the London Mathematical Society. Third Series 1 Synthese 1 Statistical Science 1 Discrete & Computational Geometry 1 International Journal of Approximate Reasoning 1 Journal of Theoretical Probability 1 Forum Mathematicum 1 European Journal of Applied Mathematics 1 Random Structures & Algorithms 1 Japan Journal of Industrial and Applied Mathematics 1 European Journal of Operational Research 1 Proceedings of the National Academy of Sciences of the United States of America 1 SIAM Review 1 Journal of Algebraic Geometry 1 Statistical Papers 1 Journal of Nonparametric Statistics 1 Mathematical Problems in Engineering 1 Séminaire Lotharingien de Combinatoire 1 Australian & New Zealand Journal of Statistics 1 Chaos 1 Archives of Computational Methods in Engineering 1 North American Actuarial Journal 1 International Journal of Geometric Methods in Modern Physics 1 Acta Numerica 1 Statistical Methods and Applications 1 Optimization Letters 1 AStA. Advances in Statistical Analysis 1 Science China. Mathematics 1 Sankhyā. Series B 1 Statistics and Computing 1 Numerical Algebra, Control and Optimization 1 The Journal of Software for Algebra and Geometry 1 Stochastic Systems 1 Dependence Modeling 1 Research in the Mathematical Sciences 1 Journal of the Japan Statistical Society. Japanese Issue 1 Information Geometry 1 Foundations of Data Science 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 41 Fields 114 Statistics (62-XX) 55 Algebraic geometry (14-XX) 29 Combinatorics (05-XX) 28 Commutative algebra (13-XX) 23 Convex and discrete geometry (52-XX) 20 Probability theory and stochastic processes (60-XX) 20 Operations research, mathematical programming (90-XX) 18 Computer science (68-XX) 13 Numerical analysis (65-XX) 12 Linear and multilinear algebra; matrix theory (15-XX) 4 General and overarching topics; collections (00-XX) 4 Geometry (51-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Number theory (11-XX) 3 Group theory and generalizations (20-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 2 Nonassociative rings and algebras (17-XX) 2 Integral transforms, operational calculus (44-XX) 2 Functional analysis (46-XX) 2 Differential geometry (53-XX) 2 Statistical mechanics, structure of matter (82-XX) 2 Biology and other natural sciences (92-XX) 2 Mathematics education (97-XX) 1 Mathematical logic and foundations (03-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Field theory and polynomials (12-XX) 1 Associative rings and algebras (16-XX) 1 Topological groups, Lie groups (22-XX) 1 Real functions (26-XX) 1 Measure and integration (28-XX) 1 Functions of a complex variable (30-XX) 1 Several complex variables and analytic spaces (32-XX) 1 Special functions (33-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Approximations and expansions (41-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Operator theory (47-XX) 1 General topology (54-XX) 1 Algebraic topology (55-XX) 1 Mechanics of particles and systems (70-XX) 1 Systems theory; control (93-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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