Search Results for author: Wai-Yin Lam

Found 2 papers, 1 papers with code

Causal Razors

no code implementations20 Feb 2023 Wai-Yin Lam

When performing causal discovery, assumptions have to be made on how the true causal mechanism corresponds to the underlying joint probability distribution.

Causal Discovery

Greedy Relaxations of the Sparsest Permutation Algorithm

1 code implementation11 Jun 2022 Wai-Yin Lam, Bryan Andrews, Joseph Ramsey

There has been an increasing interest in methods that exploit permutation reasoning to search for directed acyclic causal models, including the "Ordering Search" of Teyssier and Kohler and GSP of Solus, Wang and Uhler.

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