A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/2106.02605/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTA Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations — mentioned by qPM9l3XJrFhttps://news.ycombinator.com/item?id=28838321urn:hackerpapers:mention:2106.02605:28838321Tue, 12 Oct 2021 11:09:58 GMT<p>Of the &quot;representative publications&quot; on her homepage here https://ece.duke.edu/faculty/cynthia-rudin the one that seems most relevant to the topic of the article is this paper on interpretable financial lending: https://arxiv.org/pdf/2106.02605.pdf &quot;The machine learning model is a two-layer additive risk model, which resembles a two-layer neural network, but is decomposable into subscales. In this model, each node in the first (hidden) layer represents a meaningful subscale model, and all of the nonlinearities are transparent. Our online visualization tool allows exploration of this model…</p><p><a href="https://hackerpaper.kaipfister.de/p/2106.02605/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.LG