no code implementations • 19 Apr 2024 • Ankan Dash, Jingyi Gu, Guiling Wang, Nirwan Ansari
Following this, we utilize the encoder portion of the AE models to extract relevant features from labeled data, and finetune an MLP-based Position Estimation Model to accurately deduce user locations.
no code implementations • 11 Mar 2024 • Junyi Ye, Bhaskar Goswami, Jingyi Gu, Ajim Uddin, Guiling Wang
This paper comprehensively reviews the application of machine learning (ML) and AI in finance, specifically in the context of asset pricing.
no code implementations • 16 Feb 2024 • Jingyi Gu, Wenlu Du, Guiling Wang
This promising outcome suggests that our approach effectively addresses the challenges of stock market prediction while incorporating vital risk considerations.
no code implementations • 15 Feb 2024 • Ankan Dash, Jingyi Gu, Guiling Wang
To address the above challenges, we propose Hierarchical Inpainting GAN (HI-GAN), a novel approach comprising three GANs in a hierarchical fashion for RGBD inpainting.
1 code implementation • The 4th ACM International Conference on AI in Finance 2023 • Jingyi Gu, Wenlu Du, A M Muntasir Rahman, Guiling Wang
In the field of portfolio management using reinforcement learn- ing, existing approaches have mainly focused on cash-only trading, overlooking the potential benefits and risks of margin trading.
1 code implementation • 27 Feb 2023 • Jingyi Gu, Fadi P. Deek, Guiling Wang
Predicting the Stock movement attracts much attention from both industry and academia.
1 code implementation • 20 Nov 2022 • Wenlu Du, Junyi Ye, Jingyi Gu, Jing Li, Hua Wei, Guiling Wang
Traffic signal control is safety-critical for our daily life.