Search for tag: "interpretability"

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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 4 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 4 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 5 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 18 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 Sophia Martin 0 likes 12 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 26 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 27 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
55:19 Research in Financial Services - Challenges and… Research in Financial Services - Challenges and Opportunities for FinTech and Banks in a Changing World	Research in Financial Services - Challenges and Opportunities for FinTech and Banks in a Changing World The first in a series of targeted, lunchtime taster sessions focused on cutting edge research. Together with Scottish Financial Enterprise and The University of Edinburgh Business School, EFI hosted… projects credit industry model companies behavior machine smes banking transactions models confidentiality misclassification interpretability techniques fintech From Ashley Bielawska 0 likes 25 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created July 13th, 2020

Search for tag: "interpretability"

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