Zobrazeno 1 - 10
of 56 151
pro vyhledávání: '"Borja A."'
Autor:
Mahmudi, Aso, Herce, Borja, Amestica, Demian Inostroza, Scherbakov, Andreas, Hovy, Eduard, Vylomova, Ekaterina
Linguistic fieldwork is an important component in language documentation and preservation. However, it is a long, exhaustive, and time-consuming process. This paper presents a novel model that guides a linguist during the fieldwork and accounts for t
Externí odkaz:
http://arxiv.org/abs/2409.14628
Autor:
Cheng, Zhao, Wan, Diane, Abueg, Matthew, Ghalebikesabi, Sahra, Yi, Ren, Bagdasarian, Eugene, Balle, Borja, Mellem, Stefan, O'Banion, Shawn
Advances in generative AI point towards a new era of personalized applications that perform diverse tasks on behalf of users. While general AI assistants have yet to fully emerge, their potential to share personal data raises significant privacy chal
Externí odkaz:
http://arxiv.org/abs/2409.13903
Data linkage is increasingly used in health research and policy making and is relied on for understanding health inequalities. However, linked data is only as useful as the underlying data quality, and differential linkage rates may induce selection
Externí odkaz:
http://arxiv.org/abs/2409.13706
Here we introduce the application of Tensor Networks (TN) to launch attacks on symmetric-key cryptography. Our approaches make use of Matrix Product States (MPS) as well as our recently-introduced Flexible-PEPS Quantum Circuit Simulator (FQCS). We co
Externí odkaz:
http://arxiv.org/abs/2409.04125
We introduce a novel method for updating 3D geospatial models, specifically targeting occlusion removal in large-scale maritime environments. Traditional 3D reconstruction techniques often face problems with dynamic objects, like cars or vessels, tha
Externí odkaz:
http://arxiv.org/abs/2409.03451
Visible light communication (VLC) complements radio frequency in indoor environments with large wireless data traffic. However, VLC is hindered by dramatic path losses when an opaque object is interposed between the transmitter and the receiver. Prio
Externí odkaz:
http://arxiv.org/abs/2409.03378
Autor:
Ahmed, Bilal, Qiu, Yuqing, Abueidda, Diab W., El-Sekelly, Waleed, de Soto, Borja Garcia, Abdoun, Tarek, Mobasher, Mostafa E.
Finite element modeling is a well-established tool for structural analysis, yet modeling complex structures often requires extensive pre-processing, significant analysis effort, and considerable time. This study addresses this challenge by introducin
Externí odkaz:
http://arxiv.org/abs/2409.00994
Autor:
Molina-Coronado, Borja
Federated Learning (FL) is an innovative approach to distributed machine learning. While FL offers significant privacy advantages, it also faces security challenges, particularly from poisoning attacks where adversaries deliberately manipulate local
Externí odkaz:
http://arxiv.org/abs/2408.14240
In this article, we study the fundamental limits in the design of fair and/or private representations achieving perfect demographic parity and/or perfect privacy through the lens of information theory. More precisely, given some useful data $X$ that
Externí odkaz:
http://arxiv.org/abs/2408.13168
We investigate the in-distribution generalization of machine learning algorithms. We depart from traditional complexity-based approaches by analyzing information-theoretic bounds that quantify the dependence between a learning algorithm and the train
Externí odkaz:
http://arxiv.org/abs/2408.13275