Zobrazeno 1 - 10
of 188 730
pro vyhledávání: '"A. Guimarães"'
Decision trees are a popular machine learning method, known for their inherent explainability. In Explainable AI, decision trees can be used as surrogate models for complex black box AI models or as approximations of parts of such models. A key chall
Externí odkaz:
http://arxiv.org/abs/2412.10513
Autor:
Azevedo, D. O. R., Guedes, F. M., Guimaraes, M. S., Roditi, I., Sorella, S. P., Vieira, A. F.
The role of the unitary transformations in the Bell-CHSH inequality is highlighted, in both Quantum Mechanics and relativistic Quantum Field Theory. In the former case, we discuss, through a few examples, how the violation of the Bell-CHSH inequality
Externí odkaz:
http://arxiv.org/abs/2412.03840
A plethora of inflationary models can produce interesting small-scale phenomenology, such as enhanced scalar fluctuations leading to primordial black hole (PBH) production and large scalar-induced GW. Nevertheless, good models must simultaneously exp
Externí odkaz:
http://arxiv.org/abs/2412.02544
Autor:
Sortino, Luca, Guimarães, Marcos H. D., Molina-Sánchez, Alejandro, Quan, Jiamin, Garoli, Denis, Maccaferri, Nicolò
Layered two-dimensional (2D) materials have revolutionized how we approach light-matter interactions, offering unprecedented optical and electronic properties with the potential for vertical heterostructures and manipulation of spin-valley degrees of
Externí odkaz:
http://arxiv.org/abs/2412.01252
Autor:
Guimarães, Francisco R. V., Silva Jr., José Mairton B. da, Cavalcante, Charles Casimiro, Fodor, Gabor, Bengtsson, Mats, Fischione, Carlo
Publikováno v:
Foundations and Trends in Networking: Vol. 14: No. 1-2, pp 1-159, 2024
The 5th generation (5G) of wireless systems is being deployed with the aim to provide many sets of wireless communication services, such as low data rates for a massive amount of devices, broadband, low latency, and industrial wireless access. Such a
Externí odkaz:
http://arxiv.org/abs/2411.19032
Autor:
Resende, Hugo, Borlido, Isabela, Sundermann, Victor, Neto, Eduardo B., Guimarães, Silvio Jamil F., Faria, Fabio, Fazenda, Alvaro Luiz
Tropical forests play an essential role in the planet's ecosystem, making the conservation of these biomes a worldwide priority. However, ongoing deforestation and degradation pose a significant threat to their existence, necessitating effective moni
Externí odkaz:
http://arxiv.org/abs/2411.17922
Autor:
Caralt, Mireia Hernandez, Sekulić, Ivan, Carević, Filip, Khau, Nghia, Popa, Diana Nicoleta, Guedes, Bruna, Guimarães, Victor, Yang, Zeyu, Manso, Andre, Reddy, Meghana, Rosso, Paolo, Mathis, Roland
Detecting user frustration in modern-day task-oriented dialog (TOD) systems is imperative for maintaining overall user satisfaction, engagement, and retention. However, most recent research is focused on sentiment and emotion detection in academic se
Externí odkaz:
http://arxiv.org/abs/2411.17437
Autor:
Guimarães, José D., Lim, James, Vasilevskiy, Mikhail I., Huelga, Susana F., Plenio, Martin B.
Two-dimensional electronic spectroscopy (2DES) is a powerful tool for exploring quantum effects in energy transport within photosynthetic systems and investigating novel material properties. However, simulating the dynamics of these experiments poses
Externí odkaz:
http://arxiv.org/abs/2411.16290
Autor:
Nascimento, Nathalia, Guimaraes, Everton, Chintakunta, Sai Sanjna, Boominathan, Santhosh Anitha
The adoption of Large Language Models (LLMs) for code generation in data science offers substantial potential for enhancing tasks such as data manipulation, statistical analysis, and visualization. However, the effectiveness of these models in the da
Externí odkaz:
http://arxiv.org/abs/2411.11908
Autor:
Huang, Chien-yu, Chen, Wei-Chih, Yang, Shu-wen, Liu, Andy T., Li, Chen-An, Lin, Yu-Xiang, Tseng, Wei-Cheng, Diwan, Anuj, Shih, Yi-Jen, Shi, Jiatong, Chen, William, Chen, Xuanjun, Hsiao, Chi-Yuan, Peng, Puyuan, Wang, Shih-Heng, Kuan, Chun-Yi, Lu, Ke-Han, Chang, Kai-Wei, Yang, Chih-Kai, Ritter-Gutierrez, Fabian, Chuang, Ming To, Huang, Kuan-Po, Arora, Siddhant, Lin, You-Kuan, Yeo, Eunjung, Chang, Kalvin, Chien, Chung-Ming, Choi, Kwanghee, Hsieh, Cheng-Hsiu, Lin, Yi-Cheng, Yu, Chee-En, Chiu, I-Hsiang, Guimarães, Heitor R., Han, Jionghao, Lin, Tzu-Quan, Lin, Tzu-Yuan, Chang, Homu, Chang, Ting-Wu, Chen, Chun Wei, Chen, Shou-Jen, Chen, Yu-Hua, Cheng, Hsi-Chun, Dhawan, Kunal, Fang, Jia-Lin, Fang, Shi-Xin, Chiang, Kuan-Yu Fang, Fu, Chi An, Hsiao, Hsien-Fu, Hsu, Ching Yu, Huang, Shao-Syuan, Wei, Lee Chen, Lin, Hsi-Che, Lin, Hsuan-Hao, Lin, Hsuan-Ting, Lin, Jian-Ren, Liu, Ting-Chun, Lu, Li-Chun, Pai, Tsung-Min, Pasad, Ankita, Kuan, Shih-Yun Shan, Shon, Suwon, Tang, Yuxun, Tsai, Yun-Shao, Wei, Jui-Chiang, Wei, Tzu-Chieh, Wu, Chengxi, Wu, Dien-Ruei, Yang, Chao-Han Huck, Yang, Chieh-Chi, Yip, Jia Qi, Yuan, Shao-Xiang, Noroozi, Vahid, Chen, Zhehuai, Wu, Haibin, Livescu, Karen, Harwath, David, Watanabe, Shinji, Lee, Hung-yi
Multimodal foundation models, such as Gemini and ChatGPT, have revolutionized human-machine interactions by seamlessly integrating various forms of data. Developing a universal spoken language model that comprehends a wide range of natural language i
Externí odkaz:
http://arxiv.org/abs/2411.05361