Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
A Deep Learning Framework for Quantile Demand Forecasting in E-commerce with Doubly Censored Data
Ziwen Ye, Jiawen Wei, Teng Song +2
In recent years, a growing number of online retail companies have embraced deep learning models for demand forecasting, leveraging their scalability in processing large-scale datas…
cs.LG2025
TARFVAE: Efficient One-Step Generative Time Series Forecasting via TARFLOW based VAE
Jiawen Wei, Lan Jiang, Pengbo Wei +4
Time series data is ubiquitous, with forecasting applications spanning from finance to healthcare. Beyond popular deterministic methods, generative models are gaining attention due…