Lennert De Smet
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Deep Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Learning Types
(1)
Methods
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Reasoning
(1)
Keywords
logical constraint
(2)
neuro-symbolic 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)
neuro-symbolic reasoning
(1)
integer arithmetic
(1)
categorical distribution
(1)
relational logic
(1)
probabilistic logic programming
(1)
neural-symbolic ai
(1)
Papers
Relational Neurosymbolic Markov Models
AAAI 2025
A Fast Convoluted Story: Scaling Probabilistic Inference for Integer Arithmetics
NeurIPS 2024
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick
NeurIPS 2023
Neural probabilistic logic programming in discrete-continuous domains
UAI 2023