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26:00 IDS - Week 01 - 01 - Welcome to IDS! (2021) IDS - Week 01 - 01 - Welcome to IDS! (2021)	IDS - Week 01 - 01 - Welcome to IDS! (2021) Welcome to Introduction to Data Science 2021 at the University of Edinburgh! data science things science bit lot issues plot countries box side environment text statistics thing kind analysis programming computer percentage application cycle From David Elliott on September 10th, 2021 0 likes 36 plays 0 Course Code MATH08077 Publisher Edinburgh University Licence Type Creative Commons - Attribution Non Commercial Share A Like Language English Date Created September 10th, 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 4 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 14th, 2021
16:59 Regression Techniques: Alina Kumukova Regression Techniques: Alina Kumukova	Regression Techniques: Alina Kumukova This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Alina Kumukova Talk Title: Regression-type analysis for block maxima on block… eva regression distribution dependence extremes manifold losses stock multivariate exchange york percent space lines approximation estimate density plot function measure vector From Belle Taylor on July 3rd, 2021 0 likes 10 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created July 3rd, 2021
19:40 Inferential Issues : Léo Belzile Inferential Issues : Léo Belzile	Inferential Issues : Léo Belzile This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Léo Belzile Talk Title: Informative selection mechanisms for extreme value… eva truncation sampling distribution centenarians threshold survival likelihood axis age plot impact records window country observation power slope person longevity interval From Belle Taylor on July 1st, 2021 0 likes 24 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created July 1st, 2021
18:35 Applications of Extremes: Tiandong Wang Applications of Extremes: Tiandong Wang	Applications of Extremes: Tiandong Wang This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Tiandong Wang Talk Title: Reciprocity and Large Degree Dependence in a Preferential… eva model reciprocity graph degrees node edges delta attachment component probability nodes edge process sum growth kind scenario pa plot degree From Belle Taylor on June 30th, 2021 0 likes 28 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created June 30th, 2021
19:05 Applications of Extremes : Vladas Pipiras Applications of Extremes : Vladas Pipiras	Applications of Extremes : Vladas Pipiras This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Vladas Pipiras Talk Title: Multifidelity Monte Carlo estimation for extremes Abstract:… eva fidelity estimator distribution bootstrap bivariate motion variables baseline estimate dependence parameter cdf multi variability plot threshold variable extrapolation samples probability From Belle Taylor on June 30th, 2021 0 likes 25 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created June 30th, 2021
15:27 Machine Learning for Extremes: Michaël… Machine Learning for Extremes: Michaël Allouche	Machine Learning for Extremes: Michaël Allouche This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Michaël Allouche Talk Title: On the approximation of extreme quantiles with ReLU… eva function distribution log gamma model models gan ii marginals structure graph correction generator layer theorem complexity events plot comparison level From Belle Taylor on June 29th, 2021 0 likes 32 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created June 29th, 2021
03:05 Helga Kristin Olafsdottir EVA Talk Preview Helga Kristin Olafsdottir EVA Talk Preview	Helga Kristin Olafsdottir EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Helga Kristin Olafsdottir Talk Title: Frequency increase in extreme rainfall events in the Northeastern USA… theory solution rainfall eva icms frequency increase extremes events usa stable intensity distribution model threshold temperature trends rainfalls lambda parameter probability poisson approach presents hybrids degree plot From Anna Munro on May 24th, 2021 0 likes 12 plays 0 Licence Type All rights reserved Language English
02:51 Simone Padoan EVA Talk Preview Simone Padoan EVA Talk Preview	Simone Padoan EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Simone Padoan Talk Title: Joint inference on extreme expectiles for multivariate heavy-tailed distributions… eva icms theory solution notion extremes joint inference multivariate heavy-tailed distributions model risk plot exchange level percent confidence tool account dependence dollar rate expect estimation structure ebi attention package archive paper From Anna Munro on May 24th, 2021 0 likes 17 plays 0 Licence Type All rights reserved Language English
02:16 Vladas Pipiras EVA Talk Preview Vladas Pipiras EVA Talk Preview	Vladas Pipiras EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Vladas Pipiras Talk Title: Multifidelity Monte Carlo estimation for extremes Abstract: When modeling a random… eva icms model theory solution monte carlo estimator estimation extremes randomization data random fidelity questions x2 quantity lamp motion plot ship computer x1 problem talk types law dependence pinterest quantities length From Anna Munro on May 24th, 2021 0 likes 7 plays 0 Licence Type All rights reserved Language English
02:59 Yizao Wang EVA Talk Preview Yizao Wang EVA Talk Preview	Yizao Wang EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Yizao Wang Talk Title: Long-range clustering for extremes Abstract: In this talk I will go over a few recent… eva icms theory solution model modelling clusters clustering extremes long-range talk process questions cluster structure carnegie side hand plot phenomenon examples seminar limit papers olivia hope soap From Anna Munro on May 24th, 2021 0 likes 11 plays 0 Licence Type All rights reserved Language English
02:59 Jordan Richards EVA Talk Preview Jordan Richards EVA Talk Preview	Jordan Richards EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Jordan Richards Talk Title: Modelling the extremes of spatial aggregates of precipitation using conditional… model modelling theory solution icms eva extremes spatial methods region aggregates approach rainfall plot hand grid process framework extension stream resolution application june references pairs space blessedness relationship From Anna Munro on May 24th, 2021 0 likes 13 plays 0 Licence Type All rights reserved Language English
03:58 Domingos Silva EVA Talk Preview Domingos Silva EVA Talk Preview	Domingos Silva EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Domingos Silva Talk Title: Modelling the athletics long jump performance – an approach with the largest… eva icms theory solution model athletics long jump performance step wind speed probability jeff sample statistics approach term distribution levels quintiles plot covariate distributions procedure procedures study block From Anna Munro on May 20th, 2021 0 likes 17 plays 0 Licence Type All rights reserved Language English
03:24 Florian Bruck EVA Talk Preview Florian Bruck EVA Talk Preview	Florian Bruck EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Florian Bruck Talk Title: Exchangeable min-id sequences: Characterization, exponent measures and… theory solution eva icms bruck exchangeable sequences characterization measures process processes side hand correspondences class mid-1980s talk measure exponent correspondence subordinator subclasses stochastic iit theorem plot blue From Anna Munro on May 13th, 2021 0 likes 13 plays 0 Licence Type All rights reserved Language English

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