Zobrazeno 1 - 10
of 5 975
pro vyhledávání: '"Dahan P"'
Misinformation, defined as false or inaccurate information, can result in significant societal harm when it is spread with malicious or even innocuous intent. The rapid online information exchange necessitates advanced detection mechanisms to mitigat
Externí odkaz:
http://arxiv.org/abs/2410.03829
Generative AI models, such as the GPT and Llama series, have significant potential to assist laypeople in answering legal questions. However, little prior work focuses on the data sourcing, inference, and evaluation of these models in the context of
Externí odkaz:
http://arxiv.org/abs/2409.07713
This study focuses on relay transport carriers (RTCs) that contract with hub providers to lease hub capacity and employ relay transportation via hubs. It enables long-haul freight shipments to be transported by multiple short-haul drivers commuting b
Externí odkaz:
http://arxiv.org/abs/2406.16010
Autor:
Munroe, Lindsay, da Silva, Mariana, Heidari, Faezeh, Grigorescu, Irina, Dahan, Simon, Robinson, Emma C., Deprez, Maria, So, Po-Wah
Clinical adoption of deep learning models has been hindered, in part, because the black-box nature of neural networks leads to concerns regarding their trustworthiness and reliability. These concerns are particularly relevant in the field of neuroima
Externí odkaz:
http://arxiv.org/abs/2406.17792
Autor:
Dahan, Tehila, Levy, Kfir Y.
In this paper, we investigate the challenging framework of Byzantine-robust training in distributed machine learning (ML) systems, focusing on enhancing both efficiency and practicality. As distributed ML systems become integral for complex ML tasks,
Externí odkaz:
http://arxiv.org/abs/2405.14759
Autor:
Indelman, Hedda Cohen, Dahan, Elay, Perez-Agosto, Angeles M., Shiran, Carmit, Shaked, Doron, Daniel, Nati
Despite the remarkable success of deep learning in medical imaging analysis, medical image segmentation remains challenging due to the scarcity of high-quality labeled images for supervision. Further, the significant domain gap between natural and me
Externí odkaz:
http://arxiv.org/abs/2404.16325
This study evaluates the performance of general-purpose AI, like ChatGPT, in legal question-answering tasks, highlighting significant risks to legal professionals and clients. It suggests leveraging foundational models enhanced by domain-specific kno
Externí odkaz:
http://arxiv.org/abs/2404.12349
Autor:
Bahamondes, Bastián, Dahan, Mathieu
We consider a two-person network inspection game, in which a defender positions a limited number of detectors to detect multiple attacks caused by an attacker. We assume that detection is imperfect, and each detector location is associated with a pro
Externí odkaz:
http://arxiv.org/abs/2404.11545
The balanced double star on $2n+2$ vertices, denoted $S_{n,n}$, is the tree obtained by joining the centers of two disjoint stars each having $n$ leaves. Let $R_r(G)$ be the smallest integer $N$ such that in every $r$-coloring of the edges of $K_N$ t
Externí odkaz:
http://arxiv.org/abs/2403.05677
We study a two-player discounted zero-sum stochastic game model for dynamic operational planning in military campaigns. At each stage, the players manage multiple commanders who order military actions on objectives that have an open line of control.
Externí odkaz:
http://arxiv.org/abs/2403.00607