Emanuele Sansone
4 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(2)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
ICML (2)
NIPS (2)
Top co-authors
Keywords
latent variable model
(2)
logical reasoning
(1)
gradient estimation
(1)
markov chain monte carlo
(1)
mutual information
(1)
variance reduction
(1)
discrete sampling
(1)
variational autoencoder
(1)
energy-based model
(1)
gradient estimator
(1)
discrete latent variable
(1)
stochastic method
(1)
neuro-symbolic learning
(1)
self-balancing proposal
(1)
local proposal
(1)
neuro-symbolic model
(1)
structured latent space
(1)
categorical distribution
(1)
reinforcement learning
(1)
probabilistic logic programming
(1)
Papers
Collapse-Proof Non-Contrastive Self-Supervised Learning
ICML 2025
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick
NIPS 2023
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
NIPS 2022
LSB: Local Self-Balancing MCMC in Discrete Spaces
ICML 2022