Lennert De Smet
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (2)
AAAI (1)
UAI (1)
Top co-authors
Keywords
logical constraint
(2)
neurosymbolic ai
(2)
bayesian inference
(1)
probabilistic inference
(1)
gradient estimation
(1)
variance reduction
(1)
sequential model
(1)
differentiable programming
(1)
markov model
(1)
latent variable model
(1)
gradient estimator
(1)
discrete latent variable
(1)
fast fourier transform
(1)
tensor operation
(1)
neurosymbolic reasoning
(1)
integer arithmetic
(1)
categorical distribution
(1)
relational logic
(1)
probabilistic logic programming
(1)
relational logical constraint
(1)
Papers
Relational Neurosymbolic Markov Models
AAAI 2025
A Fast Convoluted Story: Scaling Probabilistic Inference for Integer Arithmetics
NIPS 2024
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick
NIPS 2023
Neural probabilistic logic programming in discrete-continuous domains
UAI 2023