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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 “SPACR”
SPACR: Single-Pass Adaptive Training of Uncertainty-Aware Conformal Regressorscs.LG

SPACR trains uncertainty-aware regressors directly within a single pass, improving efficiency and validity.

problem Training uncertainty-aware regressors while maintaining efficiency and validity.
method Joint optimization of efficiency and validity during training.
result SPACR consistently provides tighter intervals and better coverage-efficiency trade-offs compared to standard CP and DOICR.
SPACRConformal PredictionUncertainty-awareRegressorsEfficiency
2026-06-09abs ↗pdf ↗