Markus Bläser
8 papers
· 2022–2025
· 6 conferences
· across top CS/AI conferences
Achievements
🌍
Conference Polyglot
(6)
🧭
Keyword Pioneer
🗺️
Taxonomy Completionist
(11)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
🌈
Renaissance Researcher
(5)
🏆
Grand Slam
Conferences
ICML (3)
AAAI (1)
AISTATS (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
structural causal model
(3)
causal inference
(3)
causal identification
(2)
computational complexity
(2)
tree-shaped graph
(2)
algorithm design
(1)
tractable inference
(1)
satisfiability problem
(1)
polynomial time
(1)
graphical model
(1)
causal effect
(1)
probabilistic inference
(1)
polynomial time algorithm
(1)
probabilistic modeling
(1)
parameter identification
(1)
instrumental variable
(1)
complexity theory
(1)
linear structural equation model
(1)
strongly rayleigh distribution
(1)
probabilistic generating circuit
(1)
Papers
The Limits of Tractable Marginalization
ICML 2025