For issue 1, I’m going to assume that you want to use one of the many kinds of “glass-box” accurate and interpretable machine learning models available today, like monotonic gradient ...

“MLops, or machine learning operations, is the practice of collaboration and communication between data science, IT, and the business to help manage the end-to-end life cycle of machine learning ...

Posted by David Langstroth on July 19, 2018 in Research, Faculty, HCI, Visualization, Graphics, Big Data & Machine Learning Dr. Fernando Paulovich (Danny Abriel photos) Dr. Fernando Paulovich arrived ...

Slack, Dylan, Satyapriya Krishna, Himabindu Lakkaraju, and Sameer Singh. "Explaining Machine Learning Models with Interactive Natural Language Conversations Using TalkToModel." Nature Machine ...

Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model ...

ELI5 is a Python package that helps to debug machine learning classifiers and explain their ... Yellowbrick is a potent visualization package that provides a set of tools for interpreting ...

Technologies that are “hidden” in AI like machine learning are difficult for anyone to explain.That’s why it creates risks for companies and for CIOs and data scientists who are expected to ...

Machine learning and artificial intelligence methods are often referred to as “black boxes” when compared with traditional regression-based approaches. However, both traditional and machine learning ...