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.

168,742 papers · 148 categories

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.1% · Jan 202419922001200920172026
1 result for “median-SHAP”
Explainable AI for survival analysis: a median-SHAP approachcs.LG

New method explains survival analysis models using median-SHAP.

problem Need for explainable AI in medical applications, especially for survival analysis.
method Introduces median-SHAP for explaining survival analysis models.
result Conventionally used mean anchor point can lead to misleading interpretations; median-SHAP provides a better approach.
explainable AIsurvival analysismedian-SHAPShapley valuesmedical applications
2024-01-30abs ↗pdf ↗