Search for tag: "explainable machine learning"

XAI Lecture Recording: InTrees (Part 1)

This lecture will cover InTrees, which is a model-specific XAI method for tree ensembles.

From  Auste Simkute on July 7th, 2021 0 likes 2 plays 0  

XAI Lecture Recording - Anchors (Part 2)

This lecture will cover the Anchors approach for XAI.

From  Auste Simkute on July 7th, 2021 0 likes 1 plays 0  

XAI Lecture Recording - Anchors (Part 1)

This lecture will cover the Anchors approach for XAI.

From  Auste Simkute on July 7th, 2021 0 likes 1 plays 0  

XAI Lecture Recording - Future Directions (Part 3)

This lecture will discuss the future of XAI.

From  Auste Simkute on July 7th, 2021 0 likes 2 plays 0  

XAI Lecture Recording - Future Directions (Part 2)

This lecture will discuss the future of XAI.

From  Auste Simkute on July 7th, 2021 0 likes 2 plays 0  

XAI Lecture Recording - Future Directions (Part 1)

This lecture will discuss the future of XAI.

From  Auste Simkute on July 7th, 2021 0 likes 2 plays 0  

XAI Lecture Recording - Deletion Diagnostics (Part 3)

This lecture will cover the Deletion Diagnostics technique.

From  Auste Simkute on July 7th, 2021 0 likes 5 plays 0  

XAI Lecture Recording - Deletion Diagnostics (Part 2)

This lecture will cover the Deletion Diagnostics technique.

From  Auste Simkute on July 7th, 2021 0 likes 4 plays 0  

XAI Lecture Recording - Deletion Diagnostics (Part 1)

This lecture will cover the Deletion Diagnostics technique.

From  Auste Simkute on July 7th, 2021 0 likes 2 plays 0  

XAI Lecture Recording - Framework for XAI (Part 3)

This lecture will cover several frameworks outlining differences between transparent and opaque ML models, different XAI techniques, and types of explanations.

From  Auste Simkute on July 7th, 2021 0 likes 2 plays 0  

XAI Lecture Recording - Framework for XAI (Part 2)

This lecture will cover several frameworks outlining differences between transparent and opaque ML models, different XAI techniques, and types of explanations.

From  Auste Simkute on July 7th, 2021 0 likes 3 plays 0  

XAI Lecture Recording - Framework for XAI (Part 1)

This lecture will cover several frameworks outlining differences between transparent and opaque ML models, different XAI techniques, and types of explanations.

From  Auste Simkute on July 7th, 2021 0 likes 4 plays 0  

XAI Lecture Recording - Counterfactuals (Part 1)

This lecture will cover the Counterfactuals XAI technique.

From  Auste Simkute on July 6th, 2021 0 likes 1 plays 0  

XAI Lecture Recording - Conterfactuals (Part 3)

This lecture will cover the Counterfactuals XAI technique.

From  Auste Simkute on June 30th, 2021 0 likes 2 plays 0  

XAI Lecture Recording - Conterfactuals (Part 2)

This lecture will cover the Counterfactuals XAI technique.

From  Auste Simkute on June 30th, 2021 0 likes 1 plays 0  

XAI Lecture Recording - Preface to XAI (Part 2)

This lecture will introduce XAI and its techniques.

From  Auste Simkute on June 30th, 2021 0 likes 1 plays 0