Zobrazeno 1 - 10
of 6 254
pro vyhledávání: '"Aloui, A."'
Autor:
Chouikhi, Hasna, Aloui, Manel, Hammou, Cyrine Ben, Chaabane, Ghaith, Kchaou, Haithem, Dhaouadi, Chehir
Large language models (LLMs) have greatly impacted the natural language processing (NLP) field, particularly for the English language. These models have demonstrated capabilities in understanding and generating human-like text. The success of languag
Externí odkaz:
http://arxiv.org/abs/2407.02147
In recent years, Large Language Models have revolutionized the field of natural language processing, showcasing an impressive rise predominantly in English-centric domains. These advancements have set a global benchmark, inspiring significant efforts
Externí odkaz:
http://arxiv.org/abs/2405.01590
Publikováno v:
Journal of Business & Industrial Marketing, 2024, Vol. 39, Issue 12, pp. 2673-2683.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/JBIM-02-2024-0076
Advancing loss function design is pivotal for optimizing neural network training and performance. This work introduces Random Linear Projections (RLP) loss, a novel approach that enhances training efficiency by leveraging geometric relationships with
Externí odkaz:
http://arxiv.org/abs/2311.12356
Statistical disparity between distinct treatment groups is one of the most significant challenges for estimating Conditional Average Treatment Effects (CATE). To address this, we introduce a model-agnostic data augmentation method that imputes the co
Externí odkaz:
http://arxiv.org/abs/2311.03630
Publikováno v:
Journal of the Mechanical Behavior of Materials, Vol 33, Iss 1, Pp 26-32 (2024)
Mirror epoxy, used in its pure form with a resin-to-hardener ratio of 100:50, is emerging as an innovative material widely used in modern flooring. Its appeal lies in its smooth, shiny surface, offering a unique and contemporary aesthetic. However, u
Externí odkaz:
https://doaj.org/article/0ec951c1830a4aa4933f78d818b9b47f
Autor:
Sami Bahroun, Hamdi Grami, Mohamed Samih Kacem, Ala Aloui, Zied Jlalia, Mohamed Samir Daghfous
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024)
Abstract This study was aimed to compare the clinical and radiographic outcomes of patients with intercondylar fractures of the humerus treated with orthogonal and parallel plating methods via precontoured plates. This was a retrospective comparative
Externí odkaz:
https://doaj.org/article/54c0d893219745408c3251d36c8a0f33
We are interested in the behavior of solutions to the damped inhomogeneous nonlinear Schr\"odinger equation $ i\partial_tu+\Delta u+\mu|x|^{-b}|u|^{\alpha}u+iau=0$, $\mu \in\mathbb{C} $, $b>0$, $a \in \mathbb{C}$ such that $\Re \textit{e}(a) \geq 0$,
Externí odkaz:
http://arxiv.org/abs/2307.13495
Understanding treatment effects in extreme regimes is important for characterizing risks associated with different interventions. This is hindered by the unavailability of counterfactual outcomes and the rarity and difficulty of collecting extreme da
Externí odkaz:
http://arxiv.org/abs/2306.11697
Autor:
Jiang, Ziyang, Liu, Yiling, Klein, Michael H., Aloui, Ahmed, Ren, Yiman, Li, Keyu, Tarokh, Vahid, Carlson, David
Causal mediation analysis (CMA) is a powerful method to dissect the total effect of a treatment into direct and mediated effects within the potential outcome framework. This is important in many scientific applications to identify the underlying mech
Externí odkaz:
http://arxiv.org/abs/2306.07918