Plot twist: It is Chronos by AWS Supply Chain Optimization Technology (SCOT). NeurIPS 2023 saw a proliferation of papers on the applicability of LLMs in time series forecasting. Some of the papers were so bad that I seriously have started (and continue to do so) questioning the review process of NeurIPS. Seeing that particular trend, … Continue reading Finally a good start for the foundational models for timeseries?
Tag: forecasting
Self Fulfilling Prophecy
In timeseries forecasting, the phenomenon that is most difficult to identify, yet the most dangerous to handle is "self fulfilling prophecy". Let me give you an example. Let's say you own a coffee shop. I give you a forecast that underestimates the demand for a given day. You take that forecast and schedule your baristas … Continue reading Self Fulfilling Prophecy
