Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Misino, Eleonora"'
Autor:
Ruggeri, Federico, Misino, Eleonora, Muti, Arianna, Korre, Katerina, Torroni, Paolo, Barrón-Cedeño, Alberto
We introduce the Guideline-Centered annotation process, a novel data annotation methodology focused on reporting the annotation guidelines associated with each data sample. We identify three main limitations of the standard prescriptive annotation pr
Externí odkaz:
http://arxiv.org/abs/2406.14099
In the last decade, the scientific community has devolved its attention to the deployment of data-driven approaches in scientific research to provide accurate and reliable analysis of a plethora of phenomena. Most notably, Physics-informed Neural Net
Externí odkaz:
http://arxiv.org/abs/2306.10335
We make two contributions in the field of AI fairness over continuous protected attributes. First, we show that the Hirschfeld-Gebelein-Renyi (HGR) indicator (the only one currently available for such a case) is valuable but subject to a few crucial
Externí odkaz:
http://arxiv.org/abs/2305.18504
We present VAEL, a neuro-symbolic generative model integrating variational autoencoders (VAE) with the reasoning capabilities of probabilistic logic (L) programming. Besides standard latent subsymbolic variables, our model exploits a probabilistic lo
Externí odkaz:
http://arxiv.org/abs/2202.04178