Zobrazeno 1 - 10
of 186
pro vyhledávání: '"Bozzon, Alessandro"'
In the shift towards human-centered manufacturing, our two-year longitudinal study investigates the real-world impact of deploying Cognitive Assistants (CAs) in factories. The CAs were designed to facilitate knowledge sharing among factory operators.
Externí odkaz:
http://arxiv.org/abs/2409.20192
Pre-trained deep learning (DL) models are increasingly accessible in public repositories, i.e., model zoos. Given a new prediction task, finding the best model to fine-tune can be computationally intensive and costly, especially when the number of pr
Externí odkaz:
http://arxiv.org/abs/2404.03988
Autor:
Wang, Chaofan, Freire, Samuel Kernan, Zhang, Mo, Wei, Jing, Goncalves, Jorge, Kostakos, Vassilis, Sarsenbayeva, Zhanna, Schneegass, Christina, Bozzon, Alessandro, Niforatos, Evangelos
ChatGPT and other large language models (LLMs) have proven useful in crowdsourcing tasks, where they can effectively annotate machine learning training data. However, this means that they also have the potential for misuse, specifically to automatica
Externí odkaz:
http://arxiv.org/abs/2306.08833
Machine learning (ML) practitioners and organizations are building model zoos of pre-trained models, containing metadata describing properties of the ML models and datasets that are useful for reporting, auditing, reproducibility, and interpretabilit
Externí odkaz:
http://arxiv.org/abs/2207.09315
In an effort to regulate Machine Learning-driven (ML) systems, current auditing processes mostly focus on detecting harmful algorithmic biases. While these strategies have proven to be impactful, some values outlined in documents dealing with ethics
Externí odkaz:
http://arxiv.org/abs/2205.04525
Publikováno v:
In Journal of Transport Geography December 2024 121
Publikováno v:
In Environmental Innovation and Societal Transitions December 2024 53
Autor:
Hsu, Yen-Chia, Huang, Ting-Hao 'Kenneth', Verma, Himanshu, Mauri, Andrea, Nourbakhsh, Illah, Bozzon, Alessandro
Artificial Intelligence (AI) is increasingly used to analyze large amounts of data in various practices, such as object recognition. We are specifically interested in using AI-powered systems to engage local communities in developing plans or solutio
Externí odkaz:
http://arxiv.org/abs/2110.02007