Similarity-based pairing improves efficiency of siamese neural networks for regression tasks and uncertainty quantification

Yumeng Zhang, Janosch Menke, Jiazhen He, Eva Nittinger, Christian Tyrchan, Oliver Koch, Hongtao Zhao. Similarity-based pairing improves efficiency of siamese neural networks for regression tasks and uncertainty quantification. J. Cheminformatics, 15(1):75, December 2023. [doi]

@article{ZhangMHNTKZ23,
  title = {Similarity-based pairing improves efficiency of siamese neural networks for regression tasks and uncertainty quantification},
  author = {Yumeng Zhang and Janosch Menke and Jiazhen He and Eva Nittinger and Christian Tyrchan and Oliver Koch and Hongtao Zhao},
  year = {2023},
  month = {December},
  doi = {10.1186/s13321-023-00744-6},
  url = {https://doi.org/10.1186/s13321-023-00744-6},
  researchr = {https://researchr.org/publication/ZhangMHNTKZ23},
  cites = {0},
  citedby = {0},
  journal = {J. Cheminformatics},
  volume = {15},
  number = {1},
  pages = {75},
}