Forbes

What’s In The Box? Decoding AI Model Interpretability

Rob Futrick, Anaconda CTO, drives AI & data science innovation. 25+ years in tech, ex-Microsoft, passionate mentor for STEM diversity. As artificial intelligence (AI) models grow in complexity, ...
InfoQ

Understanding and Debugging Deep Learning Models: Exploring AI Interpretability Methods

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
ZDNet

Explainable AI: A guide for making black box machine learning models explainable

Machine learning is taking the world by storm, helping automate more and more tasks. As digital transformation expands, the volume and coverage of available data grows, and machine learning sets its ...
Detroit Free Press

Interpretability in deep learning for finance: A case study for the Heston model

GA, UNITED KINGDOM, January 29, 2026 /EINPresswire.com/ — Deep learning is increasingly used in financial modeling, but its lack of transparency raises risks. Using ...
ascopubs.org

Improved Interpretability of Machine Learning Model Using Unsupervised Clustering: Predicting Time to First Treatment in Chronic Lymphocytic Leukemia

A total of 737 treatment-naïve patients with CLL diagnosed at Mayo Clinic were included in this study. We compared predictive abilities for two survival models (Cox proportional hazards and random ...
The Progress-Index

Interpretability in deep learning for finance: A case study for the Heston model

Using the well-known Heston option pricing model as a benchmark, researchers show that global interpretability tools based on Shapley values can meaningfully explain how neural networks work, ...