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17:27 4.3 Machine Learning Primer 4.3 Machine Learning Primer	4.3 Machine Learning Primer Internet and Society 2021 machine learning algorithims From James Stewart on October 6th, 2021 1 likes 13 plays 0 Licence Type Creative Commons - Attribution Non Commercial Date Created October 6th, 2021
14:53 Tanut Treetanthiploet - Student talks Tanut Treetanthiploet - Student talks	Tanut Treetanthiploet - Student talks ICMS hosted the Eurpopean Summer School in Financial Mathematics 14th Ediition Asymptotic Randomised Control with applications to bandits and dynamic pricing Tanut Treetanthiploet (Oxford… primer signature method machine learning parameter option problem sort reward function lambda distribution sample control approximation variance decision theta quantity fact amount rate subscription term From OLLIE Quinn on September 14th, 2021 0 likes 5 plays 0 Licence Type All rights reserved Date Created August 30th, 2021
14:59 Nazem Khan - Student talks Nazem Khan - Student talks	Nazem Khan - Student talks ICMS hosted the Eurpopean Summer School in Financial Mathematics 14th Ediition Strong sensitivity to large losses and ρ-arbitrage for convex risk measures Nazem Khan (University of Warwick)This… primer signature method machine learning portfolio risk measure rho expectation alpha arbitrage reward measures selection question market representation result portfolios distribution row function model infinity From OLLIE Quinn on September 14th, 2021 0 likes 8 plays 0 Licence Type All rights reserved Date Created August 30th, 2021
01:01:19 Ilya Chevyrev - Lecture 04 - A Primer on the… Ilya Chevyrev - Lecture 04 - A Primer on the Signature Method in Machine Learning	Ilya Chevyrev - Lecture 04 - A Primer on the Signature Method in Machine Learning 30 Aug- 03 Sept 2021 ICMS hosted the European Summer School in Financial Mathematics 14th Ediition A Primer on the Signature Method in Machine Learning Ilya Chevyrev (University of… chevyrev primer machine learning signature kernel space series signatures kind path level test linear probability hypothesis kernels sum vector paths words bit values error From OLLIE Quinn on September 10th, 2021 0 likes 23 plays 0 Licence Type All rights reserved
01:00:48 Ilya Chevyrev - Lecture 02 - A Primer on the… Ilya Chevyrev - Lecture 02 - A Primer on the Signature Method in Machine Learning	Ilya Chevyrev - Lecture 02 - A Primer on the Signature Method in Machine Learning ICMS hosted the Eurpopean Summer School in Financial Mathematics 14th Ediition A Primer on the Signature Method in Machine Learning Ilya Chevyrev (University of Edinburgh)Lecture 2This recording is… primer signature method machine learning signature path kind space identity word interval words sum series term vector shuffle signatures times definition linear level paths element From OLLIE Quinn on September 3rd, 2021 0 likes 16 plays 0 Licence Type All rights reserved Date Created August 30th, 2021
20:51 Editing with machine learning: a case study on… Editing with machine learning: a case study on link recommendations	Editing with machine learning: a case study on link recommendations SpeakersKosta Harlan (WMF), software engineer for the Growth Team Martin Gerlach (WMF), research scientist for the Research Team Marshall Miller (WMF), product manager for the Growth Team Morten… machine learning wikipedia wikimania wikimania2021 From Ewan McAndrew on August 16th, 2021 0 likes 2 plays 0 Publisher Wikimedia Foundation Licence Type Creative Commons - Attribution Language English Date Created August 15th, 2021
08:54 XAI Lecture Recording: PPD/ICE (Part 3) XAI Lecture Recording: PPD/ICE (Part 3)	XAI Lecture Recording: PPD/ICE (Part 3) This lecture will cover theoretical aspects of PDP and ICE, explaining how both methods operate. plots feature instance pd ice features pdp values instances lecture dataset plot model predictions issue advantages disadvantages xai xai course machine learning From Auste Simkute on July 14th, 2021 0 likes 3 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
11:41 XAI Lecture Recording: PPD/ICE (Part 2) XAI Lecture Recording: PPD/ICE (Part 2)	XAI Lecture Recording: PPD/ICE (Part 2) This lecture will cover theoretical aspects of PDP and ICE, explaining how both methods operate. feature values features age plots instance class ice prediction instances interest model pdp plot interactions derivatives 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
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 5 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
07:35 XAI Lecture Recording: InTrees (Part 2) XAI Lecture Recording: InTrees (Part 2)	XAI Lecture Recording: InTrees (Part 2) This lecture will cover InTrees, which is a model-specific XAI method for tree ensembles. rules entries rule confidence ratio representation absence table dataset questions workbook 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
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 on July 7th, 2021 0 likes 4 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
12:37 XAI Lecture Recording - Anchors (Part 2) XAI Lecture Recording - Anchors (Part 2)	XAI Lecture Recording - Anchors (Part 2) This lecture will cover the Anchors approach for XAI. xai xai course explainable machine learning anchors rules precision coverage anchor rule instance model question instances lecture questions classification neighbourhood feature process From Auste Simkute on July 7th, 2021 0 likes 3 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 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 4 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
08:28 XAI Lecture Recording - Future Directions (Part 3) XAI Lecture Recording - Future Directions (Part 3)	XAI Lecture Recording - Future Directions (Part 3) This lecture will discuss the future of XAI. xai xai course explainable machine learning transparency model module explanation audience things users perspective questions ways destination fairness scientists From Auste Simkute on July 7th, 2021 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 on July 7th, 2021 0 likes 4 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021

Search for tag: "machine learning"

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