Topic:
Incorporating Prior Domain Knowledge into Loss Function

Keywords:
Noisy Data
Domain Knowledge
Neural Networks
Deep Learning
Limited Training Data

Reference:
N. Muralidhar, M. R. Islam, M. Marwah, A. Karpatne and N. Ramakrishnan, "Incorporating Prior Domain Knowledge into Deep Neural Networks," 2018 IEEE International Conference on Big Data (Big Data), 2018, pp. 36-45, doi: 10.1109/BigData.2018.8621955
(Supplement) T. Dash, S. Chitlangia, A. Ahuja and Ashwin Srinivasan, "A review of some techniques for inclusion of domain-knowledge into deep neural networks," Scientific Reports, 2022, vol. 12, no. 1040, pp. 1-15, 1040, doi: 10.1038/s41598-021-04590-0