Malte Luttermann
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(4)
Mathematics & Optimization
(4)
Bayesian & Probabilistic · Artificial Intelligence
(4)
Core AI
(4)
Mathematics
(3)
Computer Science
(2)
Core Methods
(2)
Foundations
(2)
Optimization & Theory
(2)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types
(1)
Optimization
(1)
Keywords
lifted inference
(3)
probabilistic graphical model
(3)
factor graph
(2)
parametric factor graph
(2)
markov equivalence
(2)
causal discovery
(2)
graphical model
(1)
directed acyclic graph
(1)
causal analysis
(1)
markov equivalence class
(1)
symmetry detection
(1)
probabilistic relational model
(1)
color passing algorithm
(1)
structural hamming distance
(1)
partially directed acyclic graph
(1)
color passing
(1)
graph orientation
(1)
dag extension
(1)
graph enumeration
(1)
colour passing
(1)
Papers
Approximate Lifted Model Construction
IJCAI 2025
Colour Passing Revisited: Lifted Model Construction with Commutative Factors
AAAI 2024
Efficient Detection of Commutative Factors in Factor Graphs
PGM 2024
Lifted Causal Inference in Relational Domains
CLeaR 2024
Efficient Enumeration of Markov Equivalent DAGs
AAAI 2023
Practical Algorithms for Orientations of Partially Directed Graphical Models
CLeaR 2023