M5 dataset
PulseAugur coverage of M5 dataset — every cluster mentioning M5 dataset across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New Vendster arena reveals forecast bias impacts LLM negotiation outcomes
A new evaluation arena called Vendster has been developed to assess how the quality of forecasting tools impacts the negotiation behaviors of large language model (LLM) agents. The arena measures the effect of a forecas…
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Google's TimesFM 3.0 shows strong performance on Walmart sales data
A user on Mastodon shared extraordinary results from testing Google's TimesFM 3.0 model on the Walmart M5 dataset. The model was evaluated on real daily sales data, indicating strong performance.
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New MoE frameworks enhance time series forecasting efficiency and accuracy
Researchers have developed new Mixture-of-Experts (MoE) frameworks for time series forecasting that aim to improve efficiency and accuracy. AME-TS uses structure-guided routing to align expert specialization with tempor…