Emanuele Sansone | DeepAI

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Featured Co-authors

Giuseppe Marra
26 publications
Robin Manhaeve
7 publications
Quoc-Tin Phan
4 publications
Francesco G. B. De Natale
3 publications
Eleonora Misino
3 publications

∙ 04/22/2023

Learning Symbolic Representations Through Joint GEnerative and DIscriminative Training

We introduce GEDI, a Bayesian framework that combines existing self-supe...

0 Emanuele Sansone, et al. ∙

∙ 12/27/2022

GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning

Self-supervised learning is a popular and powerful method for utilizing ...

0 Emanuele Sansone, et al. ∙

∙ 02/07/2022

VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming

We present VAEL, a neuro-symbolic generative model integrating variation...

0 Eleonora Misino, et al. ∙

∙ 09/08/2021

LSB: Local Self-Balancing MCMC in Discrete Spaces

Markov Chain Monte Carlo (MCMC) methods are promising solutions to sampl...

0 Emanuele Sansone, et al. ∙

∙ 06/30/2021

Leveraging Hidden Structure in Self-Supervised Learning

This work considers the problem of learning structured representations f...

0 Emanuele Sansone, et al. ∙

∙ 02/10/2018

Plummer Autoencoders

Estimating the true density in high-dimensional feature spaces is a well...

0 Emanuele Sansone, et al. ∙

∙ 10/03/2017

Training Feedforward Neural Networks with Standard Logistic Activations is Feasible

Training feedforward neural networks with standard logistic activations ...

0 Emanuele Sansone, et al. ∙

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