Let’s kick off 2025 with a roundup of notable time-series forecasting papers.
I’ve additionally included some key papers from 2023 as effectively. 2024 was the 12 months of basis forecasting fashions — however I’ll cowl these in a separate article.
The papers I’ll cowl are:
- Deep Studying-Primarily based Forecasting: A Case Examine From the On-line Vogue Trade
- Forecasting Reconciliation: A Assessment
- TSMixer: An All-MLP Structure for Time Sequence Forecasting
- CARD: Channel Aligned Sturdy Mix Transformer for Time Sequence Forecasting
- Lengthy-Vary Transformers for Dynamic Spatiotemporal Forecasting
Let’s get began!
✅ I’ve launched AI Horizon Forecast, a publication specializing in time-series and progressive AI analysis. Subscribe here to broaden your horizons!
This paper is a gem.
It made headlines initially as a result of Zalando, a number one on-line style retailer, used…
