conftrace_

Bryan Andrews

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

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)

Conferences

AISTATS (1) NIPS (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)

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 NIPS 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