81 citations · 225 across the 13 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
q-fin.ST2021★ 1 cited
Forex Trading Volatility Prediction using Neural Network Models
Shujian Liao, Jian Chen, Hao Ni
In this paper, we investigate the problem of predicting the future volatility of Forex currency pairs using the deep learning techniques. We show step-by-step how to construct the…
cs.LG2021
Sig-Wasserstein GANs for Time Series Generation
Hao Ni, Lukasz Szpruch, Marc Sabate-Vidales +3
Synthetic data is an emerging technology that can significantly accelerate the development and deployment of AI machine learning pipelines. In this work, we develop high-fidelity t…
cs.CV2021★ 11 cited
Logsig-RNN: a novel network for robust and efficient skeleton-based action recognition
Shujian Liao, Terry Lyons, Weixin Yang +2
This paper contributes to the challenge of skeleton-based human action recognition in videos. The key step is to develop a generic network architecture to extract discriminative fe…