74 citations · 81 across the 9 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.AI2021
LSB: Local Self-Balancing MCMC in Discrete Spaces
Emanuele Sansone
We present the Local Self-Balancing sampler (LSB), a local Markov Chain Monte Carlo (MCMC) method for sampling in purely discrete domains, which is able to autonomously adapt to th…
cs.LG2021
Leveraging Hidden Structure in Self-Supervised Learning
Emanuele Sansone
This work considers the problem of learning structured representations from raw images using self-supervised learning. We propose a principled framework based on a mutual informati…