2 papers
eess.SP2021
Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training
Muyang Ge, Wenlong Wang, Wangxiangming Zheng
Seismic impedance inversion can be performed with a semi-supervised learning algorithm, which only needs a few logs as labels and is less likely to get overfitted. However, classic…
q-fin.CP2021
3D Tensor-based Deep Learning Models for Predicting Option Price
Muyang Ge, Shen Zhou, Shijun Luo +1
Option pricing is a significant problem for option risk management and trading. In this article, we utilize a framework to present financial data from different sources. The data i…