Search Results - "Regoli, Daniele"

A clarification of the nuances in the fairness metrics landscape by Castelnovo, Alessandro, Crupi, Riccardo, Greco, Greta, Regoli, Daniele, Penco, Ilaria Giuseppina, Cosentini, Andrea Claudio

“…In recent years, the problem of addressing fairness in machine learning (ML) and automatic decision making has attracted a lot of attention in the scientific…”
Get full text

A tale of two layers: the mutual relationship between Bitcoin and lightning network by Martinazzi, Stefano, Regoli, Daniele, Flori, Andrea

“…A major concern of the adoption and scalability of Blockchain technologies refers to their efficient use for payments. In this work, we analyze how Lightning…”
Get full text

Revealing Pairs-trading opportunities with long short-term memory networks by Flori, Andrea, Regoli, Daniele

“…•We propose to use LSTM to predict increasing market gaps among stock peers.•We use LSTM signals to improve portfolio performances of pairs trading…”
Get full text

Counterfactual explanations as interventions in latent space by Crupi, Riccardo, Castelnovo, Alessandro, Regoli, Daniele, San Miguel Gonzalez, Beatriz

“…Explainable Artificial Intelligence (XAI) is a set of techniques that allows the understanding of both technical and non-technical aspects of Artificial…”
Get full text

Bond-CDS implied rating systems by Colozza, Tommaso, Marmi, Stefano, Nassigh, Aldo, Regoli, Daniele

“…•Implied-ratings systems are able to capture timely information from the market to provide early warnings on Credit Rating Agency ratings movements•Employing…”
Get full text

Disambiguation of company names via deep recurrent networks by Basile, Alessandro, Crupi, Riccardo, Grasso, Michele, Mercanti, Alessandro, Regoli, Daniele, Scarsi, Simone, Yang, Shuyi, Cosentini, Andrea Claudio

“…Name Entity Disambiguation is the Natural Language Processing task of identifying textual records corresponding to the same Named Entity, i.e., real-world…”
Get full text

Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness by Nakao, Yuri, Strappelli, Lorenzo, Stumpf, Simone, Naseer, Aisha, Regoli, Daniele, Gamba, Giulia Del

“…With Artificial intelligence (AI) to aid or automate decision-making advancing rapidly, a particular concern is its fairness. In order to create reliable, safe…”
Get full text

Evaluative Item-Contrastive Explanations in Rankings by Castelnovo, Alessandro, Crupi, Riccardo, Mombelli, Nicolò, Nanino, Gabriele, Regoli, Daniele

“…The remarkable success of Artificial Intelligence in advancing automated decision-making is evident both in academia and industry. Within the plethora of…”
Get full text

A Curie-Weiss Model with Dissipation by Dai Pra, Paolo, Fischer, Markus, Regoli, Daniele

“…We consider stochastic dynamics for a spin system with mean field interaction, in which the interaction potential is subject to noisy and dissipative…”
Get full text

Scalar field cosmological models with finite scale factor singularities by Cannata, Francesco, Kamenshchik, Alexander Y., Regoli, Daniele

“…We construct a scalar field based cosmological model, possessing a cosmological singularity characterized by a finite value of the cosmological radius and an…”
Get full text

Evaluative Item-Contrastive Explanations in Rankings by Castelnovo, Alessandro, Crupi, Riccardo, Mombelli, Nicolò, Nanino, Gabriele, Regoli, Daniele

“…The remarkable success of Artificial Intelligence in advancing automated decision-making is evident both in academia and industry. Within the plethora of…”
Get full text

Fair Enough? A map of the current limitations of the requirements to have fair algorithms by Regoli, Daniele, Castelnovo, Alessandro, Inverardi, Nicole, Nanino, Gabriele, Penco, Ilaria

“…In recent years, the increase in the usage and efficiency of Artificial Intelligence and, more in general, of Automated Decision-Making systems has brought…”
Get full text

Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation by Castelnovo, Alessandro, Crupi, Riccardo, Inverardi, Nicole, Regoli, Daniele, Cosentini, Andrea

“…Proceedings of 1st Workshop on Bias, Ethical AI, Explainability and the Role of Logic and Logic Programming (BEWARE 2022) co-located with the 21th…”
Get full text

DTOR: Decision Tree Outlier Regressor to explain anomalies by Crupi, Riccardo, Regoli, Daniele, Sabatino, Alessandro Damiano, Marano, Immacolata, Brinis, Massimiliano, Albertazzi, Luca, Cirillo, Andrea, Cosentini, Andrea Claudio

“…Explaining outliers occurrence and mechanism of their occurrence can be extremely important in a variety of domains. Malfunctions, frauds, threats, in addition…”
Get full text

Disambiguation of Company names via Deep Recurrent Networks by Basile, Alessandro, Crupi, Riccardo, Grasso, Michele, Mercanti, Alessandro, Regoli, Daniele, Scarsi, Simone, Yang, Shuyi, Cosentini, Andrea

“…updated version is published by Expert Systems with Applications, Volume 238, Part C, 2024, 122035, ISSN 0957-4174 Name Entity Disambiguation is the Natural…”
Get full text

Counterfactual Explanations as Interventions in Latent Space by Crupi, Riccardo, Castelnovo, Alessandro, Regoli, Daniele, Gonzalez, Beatriz San Miguel

“…Explainable Artificial Intelligence (XAI) is a set of techniques that allows the understanding of both technical and non-technical aspects of Artificial…”
Get full text

Towards Responsible AI: A Design Space Exploration of Human-Centered Artificial Intelligence User Interfaces to Investigate Fairness by Nakao, Yuri, Strappelli, Lorenzo, Stumpf, Simone, Naseer, Aisha, Regoli, Daniele, Del Gamba, Giulia

“…International Journal of Human-Computer Interaction, 2022 With Artificial intelligence (AI) to aid or automate decision-making advancing rapidly, a particular…”
Get full text

A Clarification of the Nuances in the Fairness Metrics Landscape by Castelnovo, Alessandro, Crupi, Riccardo, Greco, Greta, Regoli, Daniele, Penco, Ilaria Giuseppina, Cosentini, Andrea Claudio

“…Sci Rep 12, 4209 (2022) In recent years, the problem of addressing fairness in Machine Learning (ML) and automatic decision-making has attracted a lot of…”
Get full text

BeFair: Addressing Fairness in the Banking Sector by Castelnovo, Alessandro, Crupi, Riccardo, Gamba, Giulia Del, Greco, Greta, Naseer, Aisha, Regoli, Daniele, Miguel Gonzalez, Beatriz San

“…Algorithmic bias mitigation has been one of the most difficult conundrums for the data science community and Machine Learning (ML) experts. Over several years,…”
Get full text

The relation between Geometry and Matter in classical and quantum Gravity and Cosmology by Regoli, Daniele

“…The present thesis is divided into two main research areas: Classical Cosmology and (Loop) Quantum Gravity. The first part concerns cosmological models with…”
Get full text