Search for tag: "explanations"

AML: Ethics and Fairness - The ART Principles

Applied Machine Learning - INFR11211 AML: Ethics and Fairness - The ART Principles (Guest Lecture: Nadin Kokciyan) Part 2/3

From  Siddharth N 1 likes 53 plays 0  

25 Feb 2022 Mark Keane, (University College Dublin) Explaining artificial intelligence: contrastive explanations for AI black boxes and what people think of them.

25 Feb 2022Mark Keane, University College DublinExplaining artificial intelligence: contrastive explanations for AI black boxes and what people think of them.Abstract: In recent years, there has been…

From  OLLIE Quinn 0 likes 16 plays 0  

XAI Lecture Recording - Future Directions (Part 2)

This lecture will discuss the future of XAI.

From  Auste Simkute 0 likes 13 plays 0  

XAI Lecture Recording - Future Directions (Part 1)

This lecture will discuss the future of XAI.

From  Auste Simkute 0 likes 16 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 0 likes 22 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 0 likes 24 plays 0  

XAI Lecture Recording - Counterfactuals (Part 1)

This lecture will cover the Counterfactuals XAI technique.

From  Auste Simkute 0 likes 24 plays 0  

XAI Lecture Recording - Preface to XAI (Part 2)

This lecture will introduce XAI and its techniques.

From  Auste Simkute 0 likes 23 plays 0  

XAI Lecture Recording - Preface to XAI (Part 3)

This lecture will introduce XAI and its techniques.

From  Auste Simkute 0 likes 20 plays 0  

XAI Lecture Recording - SHAP (Part 3)

This lecture will provide an overview of one of the most popular XAI techniques - SHAP.

From  Auste Simkute 0 likes 21 plays 0  

PoS 1 Week 9 Lecture 2 Part 2

mechanism

From  Jo Wolff 0 likes 352 plays 0  

PoS 1 Week 1 Lecture 2 Part 1

Correlations and Causation

From  Jo Wolff 0 likes 332 plays 0  

PoS 1 Week 9 Lecture 1 Part 3

D-N model of explanation

From  Jo Wolff 0 likes 325 plays 0  

PoS1 Week 9 Lecture 1 Part 2

Explanans and Explanandum

From  Jo Wolff 0 likes 349 plays 0  

PoS 1 Week 9 Lecture 1 Part 1

What is Scientific Explanation?

From  Jo Wolff 0 likes 343 plays 0  

Representation - Philosophy Lecture - Video 1

Introduction

From  Dave Ward 0 likes 241 plays 0