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06:54 XAI Lecture Recording: PPD/ICE (Part 1) XAI Lecture Recording: PPD/ICE (Part 1)	XAI Lecture Recording: PPD/ICE (Part 1) This lecture will cover theoretical aspects of PDP and ICE, explaining how both methods operate. feature plots pdp instance values ice decision boundary plot model instances classification output visualisation relationship prediction xai xai course machine learning From Auste Simkute on July 14th, 2021 0 likes 2 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
14:38 XAI Lecture Recording: InTrees (Part 3) XAI Lecture Recording: InTrees (Part 3)	XAI Lecture Recording: InTrees (Part 3) This lecture will cover InTrees, which is a model-specific XAI method for tree ensembles. rules rule tree entries conditions decision node questions quality output condition ensembles error trees nodes regression instances xai xai course machine learning From Auste Simkute on July 14th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
07:04 XAI Lecture Recording - Anchors (Part 1) XAI Lecture Recording - Anchors (Part 1)	XAI Lecture Recording - Anchors (Part 1) This lecture will cover the Anchors approach for XAI. xai xai course explainable machine learning rule feature instance anchors rules features model instances values percent loan individual decision anchor precision account From Auste Simkute on July 7th, 2021 0 likes 1 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 on July 7th, 2021 0 likes 2 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
07:05 XAI Lecture Recording - Deletion Diagnostics… XAI Lecture Recording - Deletion Diagnostics (Part 1)	XAI Lecture Recording - Deletion Diagnostics (Part 1) This lecture will cover the Deletion Diagnostics technique. xai xai course explainable machine learning model points instances decision diagnostics instance boundary deletion behaviour parameters feature question relationship counterfactually stakeholder From Auste Simkute on July 7th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
12:24 XAI Lecture Recording - Framework for XAI (Part 3) XAI Lecture Recording - Framework for XAI (Part 3)	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. xai xai course explainable machine learning techniques instance sense counterfactuals explanations examples model transparency framework decision models behaviour explanation features feature input technique limitations From Auste Simkute on July 7th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
15:17 XAI Lecture Recording - Framework for XAI (Part 1) XAI Lecture Recording - Framework for XAI (Part 1)	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. xai explainable machine learning xai course model stakeholder models techniques technique decision questions rules shap points notion instances chapter instance features From Auste Simkute on July 7th, 2021 0 likes 2 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
06:25 XAI Lecture Recording - Counterfactuals (Part 1) XAI Lecture Recording - Counterfactuals (Part 1)	XAI Lecture Recording - Counterfactuals (Part 1) This lecture will cover the Counterfactuals XAI technique. xai machine learning explainable machine learning counterfactuals person change decision explanation instance explanations counterfactual confidence boundary features percent degree outcome From Auste Simkute on July 6th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 6th, 2021
21:16 Extremes of Energy Systems: Jethro Browell Extremes of Energy Systems: Jethro Browell	Extremes of Energy Systems: Jethro Browell This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar.Name: Jethro Browell Title: Probabilistic Forecasting of Regional Net-load with Conditional… eva forecasts demand regions forecast wind tails quantiles power load britain distribution forecasting reserve regression levels risk decision energy scotland bit From Adrian Peter Casey on July 1st, 2021 0 likes 43 plays 0 Publisher Centre for Statistics’ Licence Type All rights reserved Language English Date Created July 1st, 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 on June 30th, 2021 0 likes 1 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created June 30th, 2021
04:38 Seth Westra EVA Talk Preview Seth Westra EVA Talk Preview	Seth Westra EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Seth Westra Talk Title: Implications of bottom-up framing for climate impact assessments Abstract: There has… icms eva theory solution data analysis method implications bottom-up framing climate impact assessments performance models options range evapotranspiration model change assessment presentation decision scenarios futures causality flow water adelaide rainfall metrics From Anna Munro on June 8th, 2021 0 likes 11 plays 0 Licence Type All rights reserved Language English
43:44 Rewriting and Decision Problems in Artin Groups -… Rewriting and Decision Problems in Artin Groups - Sarah Rees	Rewriting and Decision Problems in Artin Groups - Sarah Rees Perspectives on Artin Groups Workshop (24 - 27 May 2021) Sarah Rees, Newcastle University - Rewriting and Decision Problems in Artin Groups 25 May 2021 This recording is subtitled. If you wish to… icms mathematics maths math artin artin groups rewriting decision problems groups word bit words fraction graph things problem friend inverse multi generators lots infinity edges kind stuff length gamma From Sophia Martin on June 1st, 2021 0 likes 6 plays 0 Licence Type All rights reserved Language English Date Created May 25th, 2021
49:01 School of Informatics - Advanced Technology for… School of Informatics - Advanced Technology for Financial Computing MSc Offer Holder Event Recording	School of Informatics - Advanced Technology for Financial Computing MSc Offer Holder Event Recording Recording of Dr Tiejun Ma's presentation on the Advanced Technology for Financial Computing MSc to offer holders. Includes a Q&A session. Recorded on 18 May 2021. school of informatics students edinburgh courses programme informatics finance student edinburg questions opportunities sector centre side teaching session tutor computing question decision process From Nicola Hopper on May 27th, 2021 0 likes 12 plays 0 Publisher UoE School of Informatics Licence Type All rights reserved The University of Edinburgh Language English Date Created May 18th, 2021
32:49 Scripting the Use of Medical Technology –… Scripting the Use of Medical Technology – The Case of Data-based Clinical Decision Support Systems	Scripting the Use of Medical Technology – The Case of Data-based Clinical Decision Support Systems Speaker: Kevin Wiggert, Department of Sociology of Technology and Innovation, Technical University of Berlin. Abstract: Newly developed Clinical Decision Support Systems (CDSSs), which are supposed… biomedical ai cdt decision patient cardiologists knowledge systems process treatment cardiologist study heart team prototype end intervention nurse cases rate guidelines assumption making From Ekaterina Churkina on May 27th, 2021 0 likes 3 plays 0 Licence Type All rights reserved Date Created May 26th, 2021
01:19:59 The Great Medico-Legal Legal Debate 2016: The… The Great Medico-Legal Legal Debate 2016: The Right to Know	The Great Medico-Legal Legal Debate 2016: The Right to Know Should parents have access to all information produced by whole genome sequencing prior to birth? The Mason Institute hosted its third annual intramural student debate with students from the… law edinburgh law school mason institute child parents genome sequencing conditions risk choice future sequence person testing issue treatment access decisions autonomy decision knowledge respect genes From Elisabeth Barlow on May 12th, 2021 0 likes 3 plays 0 Licence Type All rights reserved
01:01:03 Co-producing scientific uncertainties and soft law Co-producing scientific uncertainties and soft law	Co-producing scientific uncertainties and soft law : Biofuels and synthetic biology at the UN Convention on Biological Diversity Abstract of the presentation No specialized body within the UN system evaluates emerging technosciences. Responding… law edinburgh law school mason institute biology knowledge uncertainty biofuels science biodiversity decision things principle issues ways lot land impacts context action issue processes uncertainties From Elisabeth Barlow on May 12th, 2021 0 likes 1 plays 0 Licence Type All rights reserved

Search for tag: "decision"

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