3 papers
cs.LG2025
Regression generation adversarial network based on dual data evaluation strategy for industrial application
Zesen Wang, Yonggang Li, Lijuan Lan
Soft sensing infers hard-to-measure data through a large number of easily obtainable variables. However, in complex industrial scenarios, the issue of insufficient data volume pers…
cs.LG2025
Time-Prompt: Integrated Heterogeneous Prompts for Unlocking LLMs in Time Series Forecasting
Zesen Wang, Lijuan Lan, Yonggang Li
Time series forecasting aims to model temporal dependencies among variables for future state inference, holding significant importance and widespread applications in real-world sce…
cs.LG2023
Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs
Jacob Lindbäck, Zesen Wang, Mikael Johansson
We present an efficient algorithm for regularized optimal transport. In contrast to previous methods, we use the Douglas-Rachford splitting technique to develop an efficient solver…