This lecture will cover theoretical aspects of PDP and ICE, explaining how both methods operate.

This lecture will cover theoretical aspects of PDP and ICE, explaining how both methods operate.

This lecture will cover theoretical aspects of PDP and ICE, explaining how both methods operate.

This lecture will cover the Anchors approach for XAI.

This lecture will cover the Anchors approach for XAI.

This lecture will discuss the future of XAI.

This lecture will discuss the future of XAI.

This lecture will cover the Deletion Diagnostics technique.

This lecture will cover the Deletion Diagnostics technique.

This lecture will cover the Deletion Diagnostics technique.

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

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

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

This lecture will cover the Counterfactuals XAI technique.

This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar.Name: Marco Oesting Talk Title: Long Range Dependence in the Tails Abstract: The presence or…

This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Anna Ferreira Talk Title: Convergence of Extreme Values of Poisson Point Processes at…