Premium
APPENDIX
Author(s) -
Qiang Zhang,
Aldo Lipani,
Omer Kirnap,
Emine Yilmaz
Publication year - 1958
Publication title -
acta psychiatrica scandinavica
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.849
H-Index - 146
eISSN - 1600-0447
pISSN - 0001-690X
DOI - 10.1111/j.1600-0447.1958.tb04850.x
Subject(s) - citation , computer science , information retrieval , psychology , library science
To learn the parameters of the proposed method, we perform a Maximum Likelihood Estimation (MLE). Other advanced and more complex adversarial learning (Xiao et al., 2017) and reinforcement learning (Li et al., 2018) methods have been proposed, however we use MLE for its simplicity. We use the same optimization method for our model and all baselines as done in their original papers. To apply MLE, we derive a loss function based on the negative log-likelihood.