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04:24 XAI Lecture Recording: InTrees (Part 1) XAI Lecture Recording: InTrees (Part 1)	XAI Lecture Recording: InTrees (Part 1) This lecture will cover InTrees, which is a model-specific XAI method for tree ensembles. xai xai course explainable machine learning rules trees tree technique interests frequency interpretability ensemble model ensembles entries error approval roads length errors From Auste Simkute 0 likes 33 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
10:44 XAI Lecture Recording - Future Directions (Part 2) XAI Lecture Recording - Future Directions (Part 2)	XAI Lecture Recording - Future Directions (Part 2) This lecture will discuss the future of XAI. xai course xai explainable machine learning techniques model instance learning models machine explanations technique counterfactuals interpretability explanation stakeholders limitations hybrid lecture bias From Auste Simkute 0 likes 18 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
08:42 XAI Lecture Recording - Future Directions (Part 1) XAI Lecture Recording - Future Directions (Part 1)	XAI Lecture Recording - Future Directions (Part 1) This lecture will discuss the future of XAI. xai xai course explainable machine learning machine model learning instance explanations ai decision counterfactuals feature interpretability models applications range pipeline methods diagnostics From Auste Simkute 0 likes 23 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
13:11 XAI Lecture Recording - Preface to XAI (Part 2) XAI Lecture Recording - Preface to XAI (Part 2)	XAI Lecture Recording - Preface to XAI (Part 2) This lecture will introduce XAI and its techniques. xai machine learning explainable machine learning model interpretability machine learning models explanations kind decision instance explainability techniques accuracy input feature From Auste Simkute 0 likes 30 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created June 30th, 2021
39:31 Albert Garreta-Fontelles: The Diophantine Problem… Albert Garreta-Fontelles: The Diophantine Problem in Solvable Groups and Finitely Generated Rings	Albert Garreta-Fontelles: The Diophantine Problem in Solvable Groups and Finitely Generated Rings Geometric and Asymptotic Group Theory with Applications (GAGTA 14) Workshop (07 - 11 June) Albert Garreta-Fontelles, University of the Basque Country- The Diophantine Problem in Solvable Groups and… icms mathematics maths math diophantine problem finitely generated rings geometry asymptotic group the groups result integers ring equations equation structure interpretability linear elements solution undecidability rings times length solutions coefficients polynomials class From Jane Walker 0 likes 28 plays 0 Licence Type All rights reserved Language English Date Created June 7th, 2021
10:15 Neuropolitics: Biometrics and Cognitive Science… Neuropolitics: Biometrics and Cognitive Science Part 1	Neuropolitics: Biometrics and Cognitive Science Part 1 First part of an introduction to cognitive science and the use of biometrics in neuropolitics. neuropolitics psychology biometrics cognitive science political science decision making human behaviour information processing decision emotions characteristics expressions response interpretability From Robin Hill 0 likes 64 plays 0 Publisher Robin L Hill Licence Type Creative Commons - Attribution Non Commercial No Derivatives Language English Date Created January 25th, 2021
47:02 MLP Q&A 2 - Session 4 (Week 9) MLP Q&A 2 - Session 4 (Week 9)	MLP Q&A 2 - Session 4 (Week 9) Machine Learning Practical Q&A 2 - Session 4 (Week 9). machine learning deep learning things thing bit question questions interpretability network learning semester setup machine cloud projects networks fact problem sort week space logic From Pavlos Andreadis 1 likes 28 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English

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