Zobrazeno 1 - 10
of 951
pro vyhledávání: '"Greco Salvatore"'
AI regulations are expected to prohibit machine learning models from using sensitive attributes during training. However, the latest Natural Language Processing (NLP) classifiers, which rely on deep learning, operate as black-box systems, complicatin
Externí odkaz:
http://arxiv.org/abs/2407.01697
Concept Drift is a phenomenon in which the underlying data distribution and statistical properties of a target domain change over time, leading to a degradation of the model's performance. Consequently, models deployed in production require continuou
Externí odkaz:
http://arxiv.org/abs/2406.17813
Autor:
Greco, Salvatore, Słowiński, Roman
The seven-valued logic considered in this paper naturally arises within the rough set framework, allowing to distinguish vagueness due to imprecision from ambiguity due to coarseness. Recently, we discussed its utility for reasoning about data descri
Externí odkaz:
http://arxiv.org/abs/2406.03501
In this paper, we consider the recently introduced application of the Deck of Cards Method (DCM) to ordinal regression proposing an extension to Robust Ordinal Regression and Stochastic Multiattribute Acceptability Analysis. In Multiple Criteria Deci
Externí odkaz:
http://arxiv.org/abs/2405.04313
Interpretability is the next frontier in machine learning research. In the search for white box models - as opposed to black box models, like random forests or neural networks - rule induction algorithms are a logical and promising option, since the
Externí odkaz:
http://arxiv.org/abs/2403.04447
Autor:
Raus Rachele, Tonti Michela, Cerquitelli Tania, Cagliero Luca, Attanasio Giuseppe, La Quatra Moreno, Greco Salvatore
Publikováno v:
SHS Web of Conferences, Vol 138, p 01007 (2022)
Cet article présente le projet E-MIMIC, une application qui vise à éliminer les préjugés et la non-inclusion dans les textes administratifs rédigés dans les pays européens, à commencer par ceux qui sont rédigés dans les langues romanes. Il
Externí odkaz:
https://doaj.org/article/8ddbeba0591a4970871e0f542180ece1
Autor:
Greco, Salvatore, Slowinski, Roman
We are considering the algebraic structure of the Pawlak-Brouwer-Zadeh lattice to distinguish vagueness due to imprecision from ambiguity due to coarseness. We show that a general class of many-valued logics useful for reasoning about data emerges fr
Externí odkaz:
http://arxiv.org/abs/2310.11483
Autor:
Greco, Salvatore, Rago, Diego
Understanding how people actually trade off time for money is perhaps the major question in the field of time discounting. There is indeed a vast body of work devoted to explore the underlying mechanisms of the individual decision making process in a
Externí odkaz:
http://arxiv.org/abs/2309.14009