Zubarev P-adic Polynomial Regression (UMLLR init)

Stochastic optimization with Mahler basis functions

0.4312 Avg p-adic loss
3,574 Avg non-zero coefficients
10,000 Avg iterations
13,272 Total test samples

Method Description

This model implements Zubarev's p-adic polynomial regression method from arXiv:2503.23488. Key features:

Cross-validation Results

FoldMean p-adic lossNon-zero coeffsIterationsTest samples
Fold 00.43103,58510,0002,647
Fold 10.42643,59710,0002,636
Fold 20.43953,56710,0002,666
Fold 30.43473,58410,0002,689
Fold 40.42433,53710,0002,634