ENTITY
Jonas Petersen
Jonas Petersen
PulseAugur coverage of Jonas Petersen — every cluster mentioning Jonas Petersen across labs, papers, and developer communities, ranked by signal.
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HEPA architecture predicts critical time-series events using self-supervision
Researchers have developed HEPA, a novel self-supervised architecture for predicting critical events in multivariate time series data. This architecture uses a causal Transformer encoder pretrained with a Joint-Embeddin…
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New models and datasets advance multivariate time series analysis
Researchers are exploring new architectures for time series analysis, with a focus on multivariate data. One study found that simpler State Space Models (SSMs), specifically S4D variants, outperform more complex Mamba-b…