Open Internet by MindsNet

Over-reliance on complex models in time-series data research

The AI community is overly dependent on increasing model complexity, particularly with Transformers, which may not be the best approach for time-series data. This reliance on complex models leads to inefficient use of resources and potential neglect of simpler, more effective solutions. The field seems to be trapped in the idea that more complex models are inherently better.

Computing & Technology, Computer Science, Machine Learning