Guy Van den Broeck
75 papers
· 2013–2026
· 11 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(22)
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Cross-Pollinator
(14)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Academic Marathon
(12)
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Renaissance Researcher
(6)
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Interdisciplinary Bridge
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Conference Polyglot
(10)
π¬
Deep Specialist
(28)
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Triple Crown
π
Keyword Champion
π
Grand Slam
π€
Dynamic Duo
(13)
β
The Questioner
(2)
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Trend Setter
π
Conference Pioneer
π₯
Unstoppable
(11)
β‘
Prolific Year
(8)
ποΈ
Keyword Collector
(53)
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Century Club
(74)
Conferences
NIPS (19)
IJCAI (13)
ICML (10)
AAAI (9)
ICLR (8)
AISTATS (6)
UAI (6)
ACL (1)
CORL (1)
EACL (1)
EMNLP (1)
Top co-authors
Keywords
probabilistic inference
(14)
probabilistic circuit
(13)
graphical model
(7)
tractable inference
(7)
probabilistic modeling
(5)
generative model
(5)
neuro-symbolic learning
(4)
density estimation
(4)
bayesian network
(4)
exact inference
(4)
constraint satisfaction
(4)
lifted inference
(4)
probabilistic graphical model
(4)
parameter learning
(3)
autoregressive model
(3)
weighted model integration
(3)
variational inference
(3)
feature selection
(3)
probabilistic model
(3)
logical constraint
(3)
Papers
Discrete Copula Diffusion
ICLR 2025
Restructuring Tractable Probabilistic Circuits
AISTATS 2025
The Limits of Tractable Marginalization
ICML 2025
Adversarial Tokenization
ACL 2025
Where is the signal in tokenization space?
EMNLP 2024
Semantic Strengthening of Neuro-Symbolic Learning
AISTATS 2023
Mixtures of All Trees
AISTATS 2023
On the Tractability of SHAP Explanations
AAAI 2021
Probabilistic Generating Circuits
ICML 2021
Probabilistic Sufficient Explanations
IJCAI 2021
Learning Logistic Circuits
AAAI 2019
First-Order Model Counting in a Nutshell
IJCAI 2016
Completeness Results for Lifted Variable Elimination
AISTATS 2013