Zobrazeno 1 - 10
of 235 305
pro vyhledávání: '"Molecular data"'
Autor:
Chen, Dingshuo, Li, Zhixun, Ni, Yuyan, Zhang, Guibin, Wang, Ding, Liu, Qiang, Wu, Shu, Yu, Jeffrey Xu, Wang, Liang
With the emergence of various molecular tasks and massive datasets, how to perform efficient training has become an urgent yet under-explored issue in the area. Data pruning (DP), as an oft-stated approach to saving training burdens, filters out less
Externí odkaz:
http://arxiv.org/abs/2409.01081
Data sets with imbalanced class sizes, where one class size is much smaller than that of others, occur exceedingly often in many applications, including those with biological foundations, such as disease diagnosis and drug discovery. Therefore, it is
Externí odkaz:
http://arxiv.org/abs/2406.06479
Autor:
Ishar, Jaspreet1 (AUTHOR), Tam, Yee Man2 (AUTHOR), Mages, Simon2 (AUTHOR), Klughammer, Johanna2 (AUTHOR) klughammer@genzentrum.lmu.de
Publikováno v:
PLoS Computational Biology. 10/7/2024, Vol. 20 Issue 10, p1-14. 14p.
Active learning (AL) has shown promise for being a particularly data-efficient machine learning approach. Yet, its performance depends on the application and it is not clear when AL practitioners can expect computational savings. Here, we carry out a
Externí odkaz:
http://arxiv.org/abs/2408.11191
Publikováno v:
Mycology: An International Journal on Fungal Biology. Sep2024, p1-48. 48p. 27 Illustrations.
Autor:
Tedesco, Perla1 (AUTHOR), Caffara, Monica1 (AUTHOR) monica.caffara@unibo.it, Davidovich, Nadav2 (AUTHOR), Luci, Valentina1 (AUTHOR), Cantori, Alessia1 (AUTHOR), Fioravanti, Maria Letizia1 (AUTHOR), Gustinelli, Andrea1 (AUTHOR)
Publikováno v:
Scientific Reports. 6/14/2024, Vol. 14 Issue 1, p1-9. 9p.