most citedTree-based local explanations of machine learning model predictions, AraucanaXAI

55 citations · 55 across the 2 of their papers we have counts for

collaborators

2 papers

math.CA2026

On the Pólya Frequency Order of the de Bruijn--Newman Kernel: Certified Failure at Order Five

Wojciech Michalowski

We prove that the classical de Bruijn--Newman kernel is not a Pólya frequency function of order (PF). At we exhibit an explicit $5\times…

cs.LG2021★ 55 cited

Tree-based local explanations of machine learning model predictions, AraucanaXAI

Enea Parimbelli, Giovanna Nicora, Szymon Wilk +2

Increasingly complex learning methods such as boosting, bagging and deep learning have made ML models more accurate, but harder to understand and interpret. A tradeoff between perf…