Let's start the year 2025 with a summary of notable articles on time series forecasting.
I also included some key documents from 2023. 2024 was the year of basic forecasting models, but I will cover them in a separate article.
The articles I will cover are:
- Deep Learning Based Forecasting: A Case Study of the Online Fashion Industry
- Forecast Reconciliation: A Review
- TSMixer: a fully MLP architecture for time series forecasting
- CARD: Robust channel-aligned mixing transformer for time series forecasting
- Long-range transformers for dynamic spatiotemporal forecasting
Let's get started!
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This document is a gem.
It initially made headlines because Zalandoa leading online fashion retailer, used…
