Media Summary: Abstract: With widespread use of machine learning, there have been serious societal consequences from using black box models ... This episode dives into the critical trade-off between In the first segment of the workshop, Professor Hima Lakkaraju motivates the need for
Accuracy Versus Interpretability Explainability In - Detailed Analysis & Overview
Abstract: With widespread use of machine learning, there have been serious societal consequences from using black box models ... This episode dives into the critical trade-off between In the first segment of the workshop, Professor Hima Lakkaraju motivates the need for This 5 minute video explains the difference between global José Manuel Carbó. Senior Economist, Financial Innovation Division, Banco de España. Q&A. Fifth Statistics Conference ... As machine learning (ML) becomes increasingly ubiquitous across many industries and applications, it is also becoming difficult ...
Professor Hima Lakkaraju presents some of the latest advancements in machine learning models that are inherently