Joseph Ramsey
5 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
causal discovery
(4)
directed acyclic graph
(2)
graphical model
(1)
conditional independence test
(1)
non-stationary data
(1)
observational data
(1)
causal relation
(1)
causal orientation
(1)
causal graphical model
(1)
python library
(1)
brain network
(1)
causal skeleton
(1)
mechanism change
(1)
driving force
(1)
permutation reasoning
(1)
sparsest permutation
(1)
nonparametric
(1)
subgraphs
(1)
asymptotically correct
(1)
structure learning
(1)
Papers
Selecting Accurate Subgraphical Models from Possibly Inaccurate Graphical Models
CLeaR 2025
Causal-learn: Causal Discovery in Python
JMLR 2024
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
Causal Discovery from Heterogeneous/Nonstationary Data
JMLR 2020