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piotrmgs / puiseux-cvnn

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Newton–Puiseux for CVNNs: complete toolkit for uncertainty mining, confidence calibration and local symbolic-numeric analysis on ECG (MIT-BIH) and wireless IQ data (RadioML 2016.10A).

signal-processing pytorch model-calibration algebraic-geometry uncertainty-quantification ece symbolic-computation interpretability mit-bih xai radioml arrhythmia-detection local-explanations polynomial-approximation temperature-scaling complex-valued-neural-networks ecg-analysis cvnn newton-puiseux radioml-2016-10a
  • Updated Oct 17, 2025
  • Python

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