Vincent Derkinderen
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer π Conference Polyglot (5)
π
Academic Marathon
(5)
π
Cross-Pollinator
(15)
π
Keyword Champion
(3)
π
Trend Setter
Conferences
AAAI (3)
ICLR (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
knowledge compilation
(3)
probabilistic inference
(2)
uncertainty quantification
(1)
epistemic uncertainty
(1)
probabilistic logic
(1)
symbolic reasoning
(1)
heuristic search
(1)
model uncertainty
(1)
markov decision process
(1)
discrete optimization
(1)
variable elimination
(1)
parameter learning
(1)
bayesian network
(1)
dynamic bayesian network
(1)
monte carlo method
(1)
weighted model integration
(1)
conflict-driven clause learning
(1)
clause learning
(1)
symmetry exploitation
(1)
boolean circuit
(1)
Papers
KLay: Accelerating Arithmetic Circuits for Neurosymbolic AI
ICLR 2025
Circuit-Aware d-DNNF Compilation
IJCAI 2025
Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation
AAAI 2024
On the Hardness of Probabilistic Neurosymbolic Learning
ICML 2024
Inference and Learning with Model Uncertainty in Probabilistic Logic Programs
AAAI 2022
Symmetric Component Caching for Model Counting on Combinatorial Instances
AAAI 2021
Ordering Variables for Weighted Model Integration
UAI 2020