2021, Deep Learning and Predictive Modeling

Explaining black-box models using attribute importance, PDPs, and LIME

Domino Data Lab

AUGUST 1, 2021

The interest in interpretation of machine learning has been rapidly accelerating in the last decade. This can be attributed to the popularity that machine learning algorithms, and more specifically deep learning, has been gaining in various domains. Methods for explaining Deep Learning.

Modeling

Modeling Deep Learning Machine Learning Knowledge Discovery

How can CIOs protect Personal Identifiable Information (PII) for a new class of data consumers?

CIO Business Intelligence

MARCH 22, 2023

The new class often uses advanced techniques such as deep learning, natural language processing, and computer vision to analyze and extract insights from the data. It is often used to train machine learning models and protect sensitive data in healthcare and finance. The solution is also partially risk-free.

Machine Learning

Machine Learning Cost-Benefit Modeling Risk

Data Leaders Brief

Explaining black-box models using attribute importance, PDPs, and LIME

How can CIOs protect Personal Identifiable Information (PII) for a new class of data consumers?

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