Caroline Uhler

activity

20082024

most citedGeometry of the faithfulness assumption in causal inference

161 citations · 1k across the 69 of their papers we have counts for

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3 papers · 1 filter

math.CO2017★ 2 cited

Counting Markov Equivalence Classes for DAG models on Trees

Adityanarayanan Radhakrishnan, Liam Solus, Caroline Uhler

DAG models are statistical models satisfying a collection of conditional independence relations encoded by the nonedges of a directed acyclic graph (DAG) $G$ . Such models…

math.CO2016★ 5 cited

Counting Markov Equivalence Classes by Number of Immoralities

Adityanarayanan Radhakrishnan, Liam Solus, Caroline Uhler

Two directed acyclic graphs (DAGs) are called Markov equivalent if and only if they have the same underlying undirected graph (i.e. skeleton) and the same set of immoralities. Usin…

math.CO2015

Extremal Positive Semidefinite Matrices for Graphs without $K_{5}$ Minors

Liam Solus, Caroline Uhler, Ruriko Yoshida

For a graph $G$ with $p$ vertices the closed convex cone $S_{⪰ 0}^{p} (G)$ consists of all real positive semidefinite $p \times p$ matrices with zeros in the off-diagonal…

Counting Markov Equivalence Classes for DAG models on Trees

Counting Markov Equivalence Classes by Number of Immoralities

Extremal Positive Semidefinite Matrices for Graphs without K5​ Minors

Extremal Positive Semidefinite Matrices for Graphs without $K_{5}$ Minors