Ralf Möller
11 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21)
🏆
Keyword Champion
(10)
🧬
Topic Evolution
💎
Century Club · Bronze
❓
The Questioner
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(9)
Machine Learning
(8)
Bayesian & Probabilistic · Artificial Intelligence
(8)
Bayesian & Probabilistic · Machine Learning
(7)
Core AI
(6)
Optimization & Theory
(6)
Mathematics & Optimization
(4)
Core Methods
(3)
Mathematics
(2)
Optimization
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Keywords
lifted inference
(10)
probabilistic graphical model
(6)
probabilistic inference
(5)
query answering
(3)
parametric factor graph
(2)
multi-agent system
(2)
bayesian network
(2)
gaussian bayesian network
(2)
graphical model
(2)
junction tree
(2)
dynamic bayesian network
(1)
junction tree algorithm
(1)
joint distribution
(1)
symmetry detection
(1)
decision support
(1)
probabilistic relational model
(1)
color passing algorithm
(1)
dry-bulk shipping
(1)
uncertain environment
(1)
vessel positioning
(1)
Papers
Approximate Lifted Model Construction
IJCAI 2025
Colour Passing Revisited: Lifted Model Construction with Commutative Factors
AAAI 2024
Lifted Causal Inference in Relational Domains
CLeaR 2024
Lifted Division for Lifted Hugin Belief Propagation
AISTATS 2022
Lifting in multi-agent systems under uncertainty
UAI 2022
Who did it? Identifying the Most Likely Origins of Events
PGM 2022
Handling Overlaps When Lifting Gaussian Bayesian Networks
IJCAI 2021
Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping
PGM 2020
Lifted Query Answering in Gaussian Bayesian Networks
PGM 2020
Parameterised Queries and Lifted Query Answering
IJCAI 2018
Indirect Causes in Dynamic Bayesian Networks Revisited
IJCAI 2015