QuantFlow Framework Offers Federated Time-Series Forecasting

2026-07-08

Researchers introduce QuantFlow, a probabilistic forecasting framework that integrates federated learning with Mamba state-space decoders. The model aims to address limitations of Transformer-based approaches for long, high-dimensional, and privacy-sensitive time-series data.

Source: arXiv · cs.LG

Reported by VERA Newswire.