Zobrazeno 1 - 10
of 6 298
pro vyhledávání: '"Zollo, A."'
A reliable deep learning system should be able to accurately express its confidence with respect to its predictions, a quality known as calibration. One of the most effective ways to produce reliable confidence estimates with a pre-trained model is b
Externí odkaz:
http://arxiv.org/abs/2410.05407
As LLMs become capable of complex tasks, there is growing potential for personalized interactions tailored to the subtle and idiosyncratic preferences of the user. We present a public benchmark, PersonalLLM, focusing on adapting LLMs to provide maxim
Externí odkaz:
http://arxiv.org/abs/2409.20296
Endoscopic surgery relies on two-dimensional views, posing challenges for surgeons in depth perception and instrument manipulation. While Simultaneous Localization and Mapping (SLAM) has emerged as a promising solution to address these limitations, i
Externí odkaz:
http://arxiv.org/abs/2408.03078
Autor:
Zollo, Thomas P., Morrill, Todd, Deng, Zhun, Snell, Jake C., Pitassi, Toniann, Zemel, Richard
The recent explosion in the capabilities of large language models has led to a wave of interest in how best to prompt a model to perform a given task. While it may be tempting to simply choose a prompt based on average performance on a validation set
Externí odkaz:
http://arxiv.org/abs/2311.13628
The Internet and social media have transformed news availability and accessibility, reshaping information consumption and production. However, they can also facilitate the rapid spread of misinformation, posing significant societal challenges. To com
Externí odkaz:
http://arxiv.org/abs/2311.05487
Autor:
Stagi, Luigi, Malfatti, Luca, Zollo, Alessia, Livraghi, Stefano, Carboni, Davide, Chiriu, Daniele, Corpino, Riccardo, Ricci, Pier Carlo, Cappai, Antonio, Carbonaro, Carlo Maria, Enzo, Stefano, Khaleel, Abbas, Adamson, Abdulmuizz, Gervais, Christel, Falqui, Andrea, Innocenzi, Plinio
The phosphorescence of boric acid at room temperature is a puzzling phenomenon subject to controversial interpretations although the role of structural defects has not yet been considered. Heat treatments of boric acid cause its transformation into t
Externí odkaz:
http://arxiv.org/abs/2311.04821
Explicit finite-sample statistical guarantees on model performance are an important ingredient in responsible machine learning. Previous work has focused mainly on bounding either the expected loss of a predictor or the probability that an individual
Externí odkaz:
http://arxiv.org/abs/2309.13786
The rise of ideological divides in public discourse has received considerable attention in recent years. However, much of this research has been concentrated on Western democratic nations, leaving other regions largely unexplored. Here, we delve into
Externí odkaz:
http://arxiv.org/abs/2309.08075
Autor:
Holovko, Daria, author, Zollo, Lamberto, author
Publikováno v:
Digitalization as a Strategic Tool for Entrepreneurship Survival and Crisis Management: Lessons from Ukrainian MSEs
Autor:
Holovko, Daria, author, Zollo, Lamberto, author
Publikováno v:
Digitalization as a Strategic Tool for Entrepreneurship Survival and Crisis Management: Lessons from Ukrainian MSEs