Search Results for author: Luxuan Yang

Found 2 papers, 2 papers with code

Multi-task Meta Label Correction for Time Series Prediction

1 code implementation9 Mar 2023 Luxuan Yang, Ting Gao, Wei Wei, Min Dai, Cheng Fang, Jinqiao Duan

To address the above issues, we create a label correction method to time series data with meta-learning under a multi-task framework.

Contrastive Learning Data Visualization +5

Neural network stochastic differential equation models with applications to financial data forecasting

1 code implementation25 Nov 2021 Luxuan Yang, Ting Gao, Yubin Lu, Jinqiao Duan, Tao Liu

In this article, we employ a collection of stochastic differential equations with drift and diffusion coefficients approximated by neural networks to predict the trend of chaotic time series which has big jump properties.

Time Series Time Series Forecasting +1

Cannot find the paper you are looking for? You can Submit a new open access paper.