James M. Robins
3 papers · 2009–2021 · 2 venues · across top CS/AI venues
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Achievements
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๐ Conference Polyglot ยท Bronze ๐ Academic Marathon ยท Half ๐ Interdisciplinary Bridge ยท Bronze ๐ฃ Hot Topic Early Bird ๐ Conference Pioneer
๐
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Research topics
Keywords
causal inference
(2)
directed acyclic graph
(2)
causal discovery
(1)
nonparametric estimation
(1)
causal structure
(1)
graphical model
(1)
convergence rate
(1)
target distribution
(1)
effect modification
(1)
semiparametric efficiency
(1)
missing data
(1)
adaptive estimation
(1)
nonparametric functional
(1)
adaptive bound
(1)
monotonic effect
(1)
statistical learning theory
(1)