List: XAI | Curated by Christopher Danz | Medium

Christopher Danz

Oct 5, 2023

5 stories

XAI

List of articles about explainable AI

In

TDS Archive

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Seungjun (Josh) Kim

Explainable AI (XAI) Methods Part 3 — Accumulated Local Effects (ALE)

Tutorial on Accumulated Local Effects (ALE), focused on its use, interpretation, and pros & cons

Jan 19, 2022

Explainable AI (XAI) Methods Part 3 — Accumulated Local Effects (ALE)

Jan 19, 2022

In

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Kevin Berlemont, PhD

Empowering Fairness: Recognizing and Addressing Bias in Generative Models

With the integration of AI into our everyday lives, a biased model can have drastic consequences on users.

Jul 6, 2023

Empowering Fairness: Recognizing and Addressing Bias in Generative Models

Jul 6, 2023

In

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Irfan Alghani Khalid

Saliency Map for Visualizing Deep Learning Model Using PyTorch

Interpret the deep learning model result by looking on its gradients.

Jan 4, 2021

Saliency Map for Visualizing Deep Learning Model Using PyTorch

Jan 4, 2021

In

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Aditya Bhattacharya

Understand the Workings of SHAP and Shapley Values Used in Explainable AI

Are you still confused about the working of SHAP and Shapley values? Let me provide the most simple and intuitive explanation of SHAP and…

Aug 1, 2022

Understand the Workings of SHAP and Shapley Values Used in Explainable AI

Aug 1, 2022

In

TDS Archive

by

Seungjun (Josh) Kim

Explainable AI (XAI) Methods Part 1 — Partial Dependence Plot (PDP)

Primer on Partial Dependence Plot, its advantages and disadvantages, how to make use and interpret it

Dec 25, 2021

Explainable AI (XAI) Methods Part 1 — Partial Dependence Plot (PDP)

Dec 25, 2021

Christopher Danz
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