Frederick Eberhardt
9 papers
· 2010–2025
· 6 conferences
· across top CS/AI conferences
Achievements
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Cross-Pollinator
(11)
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Interdisciplinary Bridge
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Conference Polyglot
(6)
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Academic Marathon
(15)
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Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
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Conference Pioneer
Conferences
AISTATS (2)
JMLR (2)
UAI (2)
CLEAR (1)
IJCAI (1)
PGM (1)
Top co-authors
Keywords
causal discovery
(6)
causal structure
(3)
linear model
(2)
latent variable
(2)
causal inference
(2)
structural equation model
(1)
feedback loop
(1)
linear causal model
(1)
controlled experiment
(1)
linear cyclic model
(1)
causal relation
(1)
cyclic model
(1)
experiment selection
(1)
causal identifiability
(1)
constraint-based learning
(1)
faithfulness assumption
(1)
causal abstraction
(1)
probabilistic causal model
(1)
approximate abstraction
(1)
multi-level system
(1)
Papers
Approximate Causal Abstractions
UAI 2019
Multi-Level Cause-Effect Systems
AISTATS 2016