← All authors Caroline Uhler Broad Institute (from arXiv:2405.19225, 2024) · ORCID · OpenAlex
31 papers in scope · 30 published · 1 on the econ.EM arXiv · 641 citations · h-index 11 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Munther A. Dahleh Xinkun Nie Devavrat Shah Anish Agarwal Dennis Shen Stefan Wager Keegan Harris Zhiwei Steven Wu Guido W. Imbens Susan Athey Vishal Misra Muhummad Amjad Muhammad Jehangir Amjad Justin Whitehouse Chara Podimata Jungjun Choi Bijan Mazaheri Chandler Squires Mohsen Bayati Ming Yuan Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 31)
Positivity in linear Gaussian structural equation models
published 2026 · Electronic Journal of Statistics · first circulated 2023
with Asad Lodhia, Jan-Christian Hütter, Piotr Zwiernik
working paper 2024 · arXiv
Algebraic Structures in Statistical Methodology
published 2023 · Oberwolfach Reports
with Mathias Drton, Thomas Kahle, Seth Sullivant
The DeCAMFounder: nonlinear causal discovery in the presence of hidden variables
published 2023 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 5 citations
Lateral confined growth of cells activates Lef1 dependent pathways to regulate cell-state transitions
published 2022 · Scientific Reports · 10 citations
with Luezhen Yuan, Bibhas Roy, Prasuna Ratna, G. V. Shivashankar
Causal Structure Learning: A Combinatorial Perspective
published 2022 · Foundations of Computational Mathematics · 30 citations
Consistency guarantees for greedy permutation-based causal inference algorithms
published 2020 · Biometrika · 30 citations · first circulated 2017
with Liam Solus, Yuhao Wang
Overparameterized neural networks implement associative memory
published 2020 · Proceedings of the National Academy of Sciences · 6 citations
with Adityanarayanan Radhakrishnan, Mikhail Belkin
Covariance Matrix Estimation under Total Positivity for Portfolio Selection
published 2020 · Journal of Financial Econometrics · 11 citations · first circulated 2019
with Raj Agrawal, Uma Roy
Maximum likelihood estimation for totally positive log‐concave densities
published 2020 · Scandinavian Journal of Statistics · 6 citations
with Elina Robeva, Bernd Sturmfels, Ngoc Mai Tran
High-dimensional joint estimation of multiple directed Gaussian graphical models
published 2020 · Electronic Journal of Statistics · 20 citations · first circulated 2018
Algebraic Statistics in Practice: Applications to Networks
published 2019 · Annual Review of Statistics and Its Application · 5 citations
with Marta Casanellas, Sonja Petrović, Marta Casanellas Rius
Maximum likelihood estimation in Gaussian models under total positivity
published 2019 · The Annals of Statistics · 5 citations
with Steffen L. Lauritzen, Piotr Zwiernik
Generalized Fréchet Bounds for Cell Entries in Multidimensional Contingency Tables
published 2019 · Journal of Algebraic Statistics · first circulated 2017
with Donald Richards
Loading monotonicity of weighted premiums, and total positivity properties of weight functions
published 2019 · Journal of Mathematical Analysis and Applications · 1 citations · first circulated 2018
with Donald Richards
Geometry of discrete copulas
published 2019 · Journal of Multivariate Analysis · 1 citations
with Elisa Perrone, Liam Solus
Algebraic Statistics
published 2018 · Oberwolfach Reports
with Mathias Drton, Thomas Kahle, Bernd Sturmfels
Counting Markov equivalence classes for DAG models on trees
published 2018 · Discrete Applied Mathematics · 12 citations · first circulated 2017
with Adityanarayanan Radhakrishnan, Liam Solus
Exact formulas for the normalizing constants of Wishart distributions for graphical models
published 2018 · The Annals of Statistics · 9 citations · first circulated 2014
with Alex Lenkoski, Donald Richards
Learning directed acyclic graph models based on sparsest permutations
published 2018 · Stat · 55 citations · first circulated 2013
with Garvesh Raskutti
Generalized Permutohedra from Probabilistic Graphical Models
published 2018 · SIAM Journal on Discrete Mathematics · 18 citations · first circulated 2016
with Fatemeh Mohammadi, Charles Wang, Josephine Yu
Machine Learning for Nuclear Mechano-Morphometric Biomarkers in Cancer Diagnosis
published 2017 · Scientific Reports · 57 citations
with Adityanarayanan Radhakrishnan, Karthik Damodaran, Ali C. Soylemezoglu, G. V. Shivashankar
Total positivity in Markov structures
published 2017 · The Annals of Statistics
with Shaun Fallat, Steffen L. Lauritzen, Kayvan Sadeghi, Nanny Wermuth, Piotr Zwiernik
Exact Goodness‐of‐Fit Testing for the Ising Model
published 2016 · Scandinavian Journal of Statistics · 7 citations
with Abraham Martín del Campo, Sarah Cepeda
Maximum Likelihood Estimation for Linear Gaussian Covariance Models
published 2016 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 5 citations
with Piotr Zwiernik, Donald Richards
Faithfulness and learning hypergraphs from discrete distributions
published 2015 · Computational Statistics & Data Analysis · 5 citations · first circulated 2014
with Anna Klimová, Tamás Rudas
Hypersurfaces and Their Singularities in Partial Correlation Testing
published 2014 · Foundations of Computational Mathematics · 18 citations
Geometry of the faithfulness assumption in causal inference
published 2013 · The Annals of Statistics · 160 citations
Geometry of maximum likelihood estimation in Gaussian graphical models
published 2012 · The Annals of Statistics · 98 citations
Multivariate Gaussians, semidefinite matrix completion, and convex algebraic geometry
published 2010 · Annals of the Institute of Statistical Mathematics · 60 citations · first circulated 2009
with Bernd Sturmfels
Mastitis in dairy production: Estimation of sensitivity, specificity and disease prevalence in the absence of a gold standard
published 2009 · Journal of Agricultural Biological and Environmental Statistics · 7 citations
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