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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.

168,694 papers · 148 categories

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0111 · May 202319922001200920172026
1 result for “drcif”
Unsupervised Feature Based Algorithms for Time Series Extrinsic Regressioncs.LG

New TSER algorithms outperform existing methods in time series extrinsic regression.

problem Improving time series extrinsic regression models.
method Extended TSER archive, introduced two new algorithms (FreshPRINCE and DrCIF), compared with rotation forest.
result DrCIF and FreshPRINCE models significantly outperform existing methods.
time series extrinsic regressionrotation forestfreshprincedrcifinceptiontime
2023-05-02abs ↗pdf ↗