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Bryan Andrews

3 papers · 2020–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AISTATS (1) NeurIPS (1) UAI (1)

Top co-authors

Joseph Ramsey (2) Wai-Yin Lam (1) Gregory F. Cooper (1) Erich Kummerfeld (1) Jazmin Camchong (1) Ruben Sanchez Romero (1) Peter Spirtes (1)

Research topics

Knowledge & Reasoning (3) Reasoning (3) Artificial Intelligence (2) Core AI (2) Representation (1)

Keywords

causal discovery (3) directed acyclic graph (2) graphical model (1) ancestral graph (1) fci algorithm (1) brain network (1) latent confounding (1) permutation reasoning (1) structure learning (1) sparsest permutation (1) greedy search (1)

Papers

Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees NeurIPS 2023 Greedy relaxations of the sparsest permutation algorithm UAI 2022 On the Completeness of Causal Discovery in the Presence of Latent Confounding with Tiered Background Knowledge AISTATS 2020