ENTITY
Etth
Etth
PulseAugur coverage of Etth — every cluster mentioning Etth across labs, papers, and developer communities, ranked by signal.
Total · 30d
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RECENT · PAGE 1/1 · 2 TOTAL
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Simple models outperform LLMs in time series forecasting
A recent analysis highlights the significant challenges in time series forecasting, revealing that simple statistical models and zero-shot foundation models often outperform complex neural networks and even large langua…
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New MCMC framework enhances time series generation by preserving temporal dynamics
Researchers have developed a new framework using Markov Chain Monte Carlo (MCMC) methods to improve the generation of synthetic time-series data. Existing generative models often fail to preserve the temporal dynamics p…