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20:20 AML: Ethics and Fairness - The ART Principles AML: Ethics and Fairness - The ART Principles	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 aml machine learning fairness ethics ai explanations explanation systems problem paper transparency decision things moment socio users trust lot algorithm decisions society gdpr term box From Siddharth N 1 likes 37 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
21:15 AML: Ethics and Fairness - Introduction AML: Ethics and Fairness - Introduction	AML: Ethics and Fairness - Introduction Applied Machine Learning - INFR11211 AML: Ethics and Fairness - Introduction(Guest Lecture: Nadin Kokciyan) Part 1/3 aml machine learning ethics fairness things problem couple e.g. questions decision moment ai kind person problems theories humans robot perspective approach action question lot From Siddharth N 0 likes 38 plays 0 Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
42:46 Creating Scientific Figures in Inkscape Creating Scientific Figures in Inkscape	Creating Scientific Figures in Inkscape This workshop covers the basics of Inkscape as well as several of its more advanced features that are useful for making scientific figures. Topics covered: - Shape and text manipulation and… biomedical ai cdt From Isabelle Hanlon 0 likes 4 plays 0 Licence Type All rights reserved Date Created September 23rd, 2022 Retain Source File Yes
48:02 Predicting the usage of healthcare services using… Predicting the usage of healthcare services using neural networks and nationwide healthcare register data	Predicting the usage of healthcare services using neural networks and nationwide healthcare register data Speaker: Pekka Marttinen, Aalto University. Abstract: Accurately predicting the need for healthcare services is important, to allocate the limited resources fairly and efficiently. In this… biomedical ai cdt From Isabelle Hanlon 0 likes 6 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created April 27th, 2022
01:00:35 Learning mixtures and DNA copy-numbers from bulk… Learning mixtures and DNA copy-numbers from bulk sequencing of tumor samples	Learning mixtures and DNA copy-numbers from bulk sequencing of tumor samples Speaker: Brian Arnold, Senior Data Scientist, Princeton University. Abstract: As tumors expand, they evolve via the accumulation of copy-number aberrations (CNAs; amplifications or deletions… biomedical ai cdt copy tumour cells chromosome genome sample aberrations clones clusters hatchet cell mutations bins cancer reference copies sequencing cluster frequency depth From Isabelle Hanlon 0 likes 2 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created April 13th, 2022
01:01:00 Technomoral Conversation Series_Building… Technomoral Conversation Series_Building Responsible AI Cultures and Alliances Captions	Technomoral Conversation Series_Building Responsible AI Cultures and Alliances Captions Building Responsible AI Cultures and AlliancesThe European Union and the Scottish government have each expressed commitments to fostering responsible and ethical AI development. What opportunities… ctmf aiethics ai_ethics data ethics efi regulation european union scotland innovation governance of ai governance government From Iwona Soppa 0 likes 36 plays 0 Licence Type Creative Commons - Attribution Non Commercial Share A Like Language English
43:54 A model for academic-industry partnerships to… A model for academic-industry partnerships to deliver clinical AI solutions that are fit for purpose	A model for academic-industry partnerships to deliver clinical AI solutions that are fit for purpose Speaker:Carlo Tacchetti, Vita-Salute San Raffaele University Abstract: A correct assessment of patients’ diagnostic, prognostic, and therapy response to standard of care treatments, must… biomedical ai cdt patients patient hospital parameters platform cancer covid end problem italy therapy cities question point microsoft cloud department disease classification repository From Isabelle Hanlon 0 likes 1 plays 0 Licence Type All rights reserved The University of Edinburgh Date Created April 6th, 2022
47:21 Nina and Lilian Discuss Large Language Models… Nina and Lilian Discuss Large Language Models and the regulation of AI	Nina and Lilian Discuss Large Language Models and the regulation of AI Controversies in the Data Society 2022 artificial intelligence ai regulation llm nlp things kind sort lot language thing risk rules problem ethics ai act question model standards systems questions issues innovation society From James Stewart 0 likes 2 plays 0 Publisher UoE Licence Type Creative Commons - Attribution Non Commercial No Derivatives Date Created April 1st, 2022
46:02 Prof Lilian Edwards on the proposed EU AI Act Prof Lilian Edwards on the proposed EU AI Act	Prof Lilian Edwards on the proposed EU AI Act Controversies in the Data Society 2022 artificial intelligence large language models ai regulation eu legislation systems ai act things risk kind language model bit europe idea eu problem sector rules content bias models sets provider From James Stewart 0 likes 18 plays 0 Licence Type Creative Commons - Attribution Non Commercial No Derivatives Date Created April 1st, 2022
29:31 Nina Markl on the Risks Harms of Large Language… Nina Markl on the Risks Harms of Large Language Models	Nina Markl on the Risks Harms of Large Language Models Controversies in the Data Society 2022 llm nlp large language models ai regulation ai harms ai bias language context models sort lot things text model risks kinds training harms paper technologies sets ways problem words question stuff From James Stewart 0 likes 10 plays 0 Publisher UoE Licence Type Creative Commons - Attribution Non Commercial No Derivatives Date Created April 1st, 2022
23:13 Benedetta Catanzariti: Coding the Face: Making… Benedetta Catanzariti: Coding the Face: Making Sense of Affective Data	Benedetta Catanzariti: Coding the Face: Making Sense of Affective Data Controversies in the Data Society emotional ai affective computing emotion recognition innovation security technology artificial intelligence expressions emotions emotion recognition approach context expression depression theory things practitioners 1st humans algorithms tools ai technologies behaviour models machine From James Stewart 0 likes 15 plays 0 Licence Type Creative Commons - Attribution Non Commercial No Derivatives Date Created March 18th, 2022
28:41 Beverley Hood - It’s all about the… Beverley Hood - It’s all about the feelings. Emotional AI session	Beverley Hood - It’s all about the feelings. Emotional AI session Controversies in the Data Society 2022 Beverley Hood, Reader in Technological Embodiment & Creative Practice and Director of Research in Design, ECA emtional ai facial analysis eca affective computing performance emotions emotion recognition ai melodrama materials intelligence minute pauline things material bit smile face brow joy idea piece actor From James Stewart 0 likes 22 plays 0 Licence Type All rights reserved Date Created March 18th, 2022
32:16 Kaela Scott Director of Innovation and Practice… Kaela Scott Director of Innovation and Practice at Involve - Scottish National Digital Ethics People's Panel	Kaela Scott Director of Innovation and Practice at Involve - Scottish National Digital Ethics People's Panel Controversies in the Data Society 2022 data ethics scotland minipublic ai online harms public engagement From James Stewart 0 likes 2 plays 0 Licence Type Creative Commons - Attribution Non Commercial No Derivatives Date Created March 11th, 2022
38:18 Dr Bronwyn Jones, Journalist, and Researcher, ECA… Dr Bronwyn Jones, Journalist, and Researcher, ECA - Data-driven and algorithmic technologies for journalism and public service media (PSM)	Dr Bronwyn Jones, Journalist, and Researcher, ECA - Data-driven and algorithmic technologies for journalism and public service media (PSM) Controversies in the Data Society 2022 public service media bbc ai news technology journalism journalists innovation misinformation explainability artificial intelligence systems things newsroom lot media bit tools machine values end organisations sort questions moment challenges infrastructures From James Stewart 0 likes 11 plays 0 Publisher UoE Licence Type Creative Commons - Attribution Non Commercial Date Created March 11th, 2022
44:53 25 Feb 2022 Mark Keane, (University College… 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 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… icms statistics research data science model explanation counterfactuals explanations sort things prediction lot models image domain methods predictions ai fact loan method idea feature thing From OLLIE Quinn 0 likes 16 plays 0 Licence Type All rights reserved Language English Date Created February 25th, 2022
32:10 Morgan Currie - Surveillance, discretion and… Morgan Currie - Surveillance, discretion and governance in automated welfare	Morgan Currie - Surveillance, discretion and governance in automated welfare Controversies in the Data Society 2022 automatic decison making sts social welfare ai ethics government it systems universal credit algorithmic bias fraud decision systems kind risk discretion lot process credit benefits tool welfare dwp claimants michigan month surveillance algorithms detection citizens From James Stewart 0 likes 16 plays 0 Licence Type Creative Commons - Attribution Non Commercial No Derivatives Date Created February 4th, 2022

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