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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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1 result for “GatedDeltaProduct”
TempoPFN: Synthetic Pre-training of Linear RNNs for Zero-shot Time Series Forecastingcs.LG

TempoPFN models for zero-shot time series forecasting using synthetic data.

problem Efficient long-horizon prediction and reproducibility in zero-shot time series forecasting.
method Linear RNNs pre-trained on synthetic data with GatedDeltaProduct architecture and state-weaving.
result Achieves top-tier competitive performance on various benchmarks.
time series forecastingzero-shot learningsynthetic dataRecurrent Neural NetworksGatedDeltaProduct
2025-10-29abs ↗pdf ↗