Tanya Braun
9 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (7)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(18)
π§¬
Topic Evolution
β
The Questioner
Conferences
IJCAI (3)
PGM (2)
AAAI (1)
AISTATS (1)
CLEAR (1)
UAI (1)
Top co-authors
Keywords
lifted inference
(9)
probabilistic inference
(5)
probabilistic graphical model
(5)
graphical model
(2)
junction tree
(2)
query answering
(2)
multi-agent system
(2)
parametric factor graph
(2)
factor graph
(1)
dynamic bayesian network
(1)
junction tree algorithm
(1)
gaussian 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)
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
Lifting in multi-agent systems under uncertainty
UAI 2022
Lifted Division for Lifted Hugin Belief Propagation
AISTATS 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
Parameterised Queries and Lifted Query Answering
IJCAI 2018