Research
On-device research index

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

Trend · papers per month

count% of corpus
0111 · Oct 202519922001200920172026
1 result for “smCE”
L2L_2-Regularized Empirical Risk Minimization Guarantees Small Smooth Calibration Errorcs.LG

This work proves L2L_2-regularized ERM controls smCE without post-hoc correction.

problem Calibration of predicted probabilities in machine learning models.
method Canonical L2L_2-regularized empirical risk minimization.
result Theoretical proof that smCE is controlled by ERM without post-hoc correction.
calibrationempirical risk minimizationsmCEkernel ridgelogistic regression
2025-10-15abs ↗pdf ↗