Joseph Ramsey
5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Academic Marathon
(5)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(14)
Conferences
JMLR (2)
CLEAR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
causal discovery
(4)
directed acyclic graph
(2)
graphical model
(1)
observational datum
(1)
causal relation
(1)
causal orientation
(1)
python library
(1)
brain network
(1)
causal skeleton
(1)
nonstationary datum
(1)
mechanism change
(1)
driving force
(1)
permutation reasoning
(1)
structure learning
(1)
sparsest permutation
(1)
greedy search
(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
NIPS 2023
Greedy relaxations of the sparsest permutation algorithm
UAI 2022
Causal Discovery from Heterogeneous/Nonstationary Data
JMLR 2020