Marcel Gehrke
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(6)
β
The Questioner
Conferences
PGM (3)
AAAI (1)
CLEAR (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
lifted inference
(6)
probabilistic graphical model
(3)
multi-agent system
(2)
parametric factor graph
(2)
probabilistic inference
(2)
bayesian network
(1)
graphical model
(1)
factor graph
(1)
dynamic bayesian network
(1)
symmetry detection
(1)
probabilistic relational model
(1)
color passing algorithm
(1)
dry-bulk shipping
(1)
uncertain environment
(1)
vessel positioning
(1)
conditional marginal distribution
(1)
joint policy
(1)
decentralized markov decision process
(1)
color passing
(1)
model compression
(1)
Papers
Approximate Lifted Model Construction
IJCAI 2025
Lifted Causal Inference in Relational Domains
CLEAR 2024
Colour Passing Revisited: Lifted Model Construction with Commutative Factors
AAAI 2024
Efficient Detection of Commutative Factors in Factor Graphs
PGM 2024
Lifting in multi-agent systems under uncertainty
UAI 2022
Who did it? Identifying the Most Likely Origins of Events
PGM 2022
Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping
PGM 2020