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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
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 2 plays 0 Course Code INFD11019 Licence Type All rights reserved Language English Date Created July 7th, 2021
16:10 Graphical Models: Frank Röttger Graphical Models: Frank Röttger	Graphical Models: Frank Röttger This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Frank Röttger Talk Title: Total positivity in graphical extremes Abstract: Engelke… eva matrix positivity times distributions graph correlation precision sigma models distribution gaussians covariance independence sparsity tree condition entries examples entropy inverse From Belle Taylor on July 3rd, 2021 0 likes 12 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created July 5th, 2021
22:42 Sparsity in High-Dimensional Extremes: Stanislav… Sparsity in High-Dimensional Extremes: Stanislav Volgushev	Sparsity in High-Dimensional Extremes: Stanislav Volgushev This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Stanislav Volgushev Talk Title: Tree structure learning for extremes Abstract: Extremal… eva distribution tree multivariate pareto distributions structure result graph edges vector models variables distances space vectors talk property mass k. condition From Belle Taylor on July 3rd, 2021 0 likes 9 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created July 3rd, 2021
17:06 Causal Inference: Johannes Buck Causal Inference: Johannes Buck	Causal Inference: Johannes Buck This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Johannes Buck Talk Title: Properties and Consistency of QTree in Max-Linear Models Under… eva star matrix river score tree edge distribution pair root model network vertices linear alpha equals kleene innovations tail values observations From Belle Taylor on July 2nd, 2021 0 likes 7 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created July 2nd, 2021
17:31 Prediction and Validation for Extremes: Thibault… Prediction and Validation for Extremes: Thibault Modeste	Prediction and Validation for Extremes: Thibault Modeste This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Thibault Modeste Talk Title: Scoring and validation of dynamic probability… eva forecast focus proportion test fn calibration distribution uniform forecaster region composition leaf size tree sample tests sequence quantity question power From Belle Taylor on July 1st, 2021 0 likes 7 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created July 1st, 2021
21:19 Multivariate Extremes: Sebastian Engelke Multivariate Extremes: Sebastian Engelke	Multivariate Extremes: Sebastian Engelke This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Sebastian Engelke Talk Title: Extremal Graphical Lasso and High-dimensional… eva graph matrix independence distribution structure distributions talk root tree sparsity node asu model nodes extremes kind precision metrics matrices size From Belle Taylor on July 1st, 2021 0 likes 23 plays 0 Publisher Centre for Statistics Licence Type All rights reserved
16:13 Multivariate Extremes: Matheus Guerrero Multivariate Extremes: Matheus Guerrero	Multivariate Extremes: Matheus Guerrero This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Matheus Guerrero Talk Title: Conex-Connect: Learning Patterns in Extremal Brain… eva dependence seizure channel eeg alpha parameter band values brain model frequency side channels change f7 structure beta distribution tree method 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
09:55 XAI Lecture Recording - SHAP (Part 3) XAI Lecture Recording - SHAP (Part 3)	XAI Lecture Recording - SHAP (Part 3) This lecture will provide an overview of one of the most popular XAI techniques - SHAP. xai explainable machine learning machine learning shap values model feature tree features questions app student instance question plots shapley interpretations explanations classification prediction forest mathematics independence 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
16:05 XAI Lecture Recording - SHAP (Part 2) XAI Lecture Recording - SHAP (Part 2)	XAI Lecture Recording - SHAP (Part 2) This lecture will provide an overview of one of the most popular XAI techniques - SHAP. xai explainable machine learning machine learning feature features values model shap output shapley instance coalition prediction function kernel axis visualisation instances tree impact cases leaf linear 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
21:15 Public Health, Epidemiology, Life Sciences and… Public Health, Epidemiology, Life Sciences and Life Lengths: Felix Cheysson	Public Health, Epidemiology, Life Sciences and Life Lengths: Felix Cheysson This talk has been automatically captioned. You can remove these by pressing CC on the video toolbar. Name: Felix Cheysson Talk Title: Evolution of groups at high risk of death from Covid-19 using… eva tree distribution function trees week test end bootstrap distance difference space sample classification mortality statistic f1 hospital hypothesis sampling question From Belle Taylor on June 29th, 2021 0 likes 27 plays 0 Publisher Centre for Statistics Licence Type All rights reserved Language English Date Created June 29th, 2021
37:35 Indira Chatterji (Université Côte… Indira Chatterji (Université Côte d'Azur) - The first ell-two Betti number and groups acting on trees	Indira Chatterji (Université Côte d'Azur) - The first ell-two Betti number and groups acting on trees The subtitles/captions on this talk are being edited. They will be available within 2 weeks of the talk being published. Indira Chatterji (Université Côte d'Azur) The first… gagta betti number group theory l2 groups theorem betty dimension fact picture result class numbers quotient subgroup pieces homology characteristic tree complex n. surface definition From OLLIE Quinn on June 25th, 2021 0 likes 9 plays 0 Licence Type All rights reserved Language English Date Created June 11th, 2021
03:27 Ngoc Tran EVA Talk Preview Ngoc Tran EVA Talk Preview	Ngoc Tran EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Ngoc Tran Talk Title: Causal inference for extremes on river networks Abstract: Causal inference for extreme… icms eva model theory solution data methods inference casual extremes river networks problem edges edge observations algorithm machine percent q3 tree talk loop dataset benchmark flows question heart variable causation From Anna Munro on May 31st, 2021 0 likes 17 plays 0 Licence Type All rights reserved Language English
02:43 Stanislav Volgushev EVA Talk Preview Stanislav Volgushev EVA Talk Preview	Stanislav Volgushev EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Stanislav Volgushev Talk Title: Tree structure learning for extremes Abstract: Extremal graphical models are… icms eva model data theory solution tree structures learning extremes graphs encodes talk graph vector multivariate distributions distribution angle models characterization edges entries pareto hope attention concentration landsat torque types From Anna Munro on May 25th, 2021 0 likes 18 plays 0 Licence Type All rights reserved Language English
02:55 Michael Lalancette EVA Talk Preview Michael Lalancette EVA Talk Preview	Michael Lalancette EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Michael Lalancette Talk Title: Concentration and asymptotic normality of the empirical variogram, with… theory solution icms eva model data normality empirical application structure learning dimension matrix recovery sample tree diagrams result estimators variances gramme models distributions distribution eda processes traditions supervisors quantification uncertainty From Anna Munro on May 25th, 2021 0 likes 11 plays 0 Licence Type All rights reserved Language English
02:48 Stefka Asenova EVA Talk Preview Stefka Asenova EVA Talk Preview	Stefka Asenova EVA Talk Preview This talk has captions. You can remove these by pressing CC on the video toolbar. Name: Stefka Asenova Talk Title: Extremes of Markov random fields on block graphs Abstract: We study the joint… eva icms theory solution extremes markov random fields block graphs values graph distribution path variable increments threshold variables model parameter nodes element condition regularity respect theorem tree generalisations topic From Anna Munro on May 25th, 2021 0 likes 9 plays 0 Licence Type All rights reserved Language English

Search for tag: "tree"

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