ORIE 4741 Fall 2021

ORIE 4741 Fall 2021

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Lecture 1 of 15

duration 1 hour 42 minutes

Lecture

Lecture

Lecture

Lecture

Zoom Recording ID: 94347618999 UUID: 8pyZZPPfROKgIVG2LboD6g== Meeting Time: 2021-09-07T13:28:08Z

From Madeleine Udell

255 plays
Lecture 10/14: Bootstrap and bias variance… 2 of 15

duration 1 hour 26 minutes

Lecture 10/14: Bootstrap and bias variance…

Lecture 10/14: Bootstrap and bias variance tradeoff

Lecture 10/14: Bootstrap and bias variance…

Lecture 10/14: Bootstrap and bias variance tradeoff

Zoom Recording ID: 94347618999 UUID: qgdVNfgoTIi+Z1Xj3EkLqQ== Meeting Time: 2021-10-14T13:29:44Z

From Madeleine Udell

187 plays
Lecture 10/19/21: Trees 3 of 15

duration 1 hour 30 minutes

Lecture 10/19/21: Trees

Lecture 10/19/21: Trees

Lecture 10/19/21: Trees

Lecture 10/19/21: Trees

Zoom Recording ID: 94347618999 UUID: aVtz9UcFQEWYfZSJRdBJJw== Meeting Time: 2021-10-19T13:35:26Z

From Madeleine Udell

149 plays
Lecture 10/21/21: Ensembles + Regularization 4 of 15

duration 1 hour 23 minutes

Lecture 10/21/21: Ensembles + Regularization

Lecture 10/21/21: Ensembles + Regularization

Lecture 10/21/21: Ensembles + Regularization

Lecture 10/21/21: Ensembles + Regularization

Zoom Recording ID: 94347618999 UUID: Hg/UOyaZTFGi+ub+trRDtw== Meeting Time: 2021-10-21T13:31:18Z

From Madeleine Udell

101 plays
Lecture 10/26/21: LASSO and ControlBurn 5 of 15

duration 1 hour 28 minutes

Lecture 10/26/21: LASSO and ControlBurn

Lecture 10/26/21: LASSO and ControlBurn

Lecture 10/26/21: LASSO and ControlBurn

Lecture 10/26/21: LASSO and ControlBurn

Zoom Recording ID: 94347618999 UUID: DOWdGQWHQ1mQDoEuHM2/Dw== Meeting Time: 2021-10-26T13:31:22Z

From Madeleine Udell

123 plays
Lecture 10/28/21: ControlBurn demo +… 6 of 15

duration 1 hour 27 minutes

Lecture 10/28/21: ControlBurn demo +…

Lecture 10/28/21: ControlBurn demo + Regularization

Lecture 10/28/21: ControlBurn demo +…

Lecture 10/28/21: ControlBurn demo + Regularization

Zoom Recording ID: 94347618999 UUID: O8jrxuxKSBqUUUCSd5BWBg== Meeting Time: 2021-10-28T13:32:27Z

From Madeleine Udell

86 plays
Lecture 10/5: underdetermined least squares 7 of 15

duration 1 hour 30 minutes

Lecture 10/5: underdetermined least squares

Lecture 10/5: underdetermined least squares

Lecture 10/5: underdetermined least squares

Lecture 10/5: underdetermined least squares

Zoom Recording ID: 94347618999 UUID: 1fmcXhxQQqWFDI9P5S6wKg== Meeting Time: 2021-10-05T13:30:44Z

From Madeleine Udell

144 plays
Lecture 10/7: quadratic regularization 8 of 15

duration 1 hour 37 minutes

Lecture 10/7: quadratic regularization

Lecture 10/7: quadratic regularization

Lecture 10/7: quadratic regularization

Lecture 10/7: quadratic regularization

Zoom Recording ID: 94347618999 UUID: 7YUf4lI8Raqwy7q7xnfsGQ== Meeting Time: 2021-10-07T13:29:35Z

From Madeleine Udell

165 plays
Lecture 11/11: Imputing missing values with the… 9 of 15

duration 1 hour 21 minutes

Lecture 11/11: Imputing missing values with the…

Lecture 11/11: Imputing missing values with the Gaussian copula

Lecture 11/11: Imputing missing values with the…

Lecture 11/11: Imputing missing values with the Gaussian copula

Zoom Recording ID: 94347618999 UUID: me8ufsMXTCm5sdTAuyJ8PQ== Meeting Time: 2021-11-11T14:31:38Z

From Madeleine Udell

101 plays
Lecture 11/16/21: Generalized low rank models 10 of 15

duration 1 hour 21 minutes

Lecture 11/16/21: Generalized low rank models

Lecture 11/16/21: Generalized low rank models

Lecture 11/16/21: Generalized low rank models

Lecture 11/16/21: Generalized low rank models

Zoom Recording ID: 94347618999 UUID: SAWHob9hQW2cn6V0EZ64cg== Meeting Time: 2021-11-16T14:36:06Z

From Madeleine Udell

128 plays
Lecture 11/18/21: Automated machine learning 11 of 15

duration 1 hour 20 minutes

Lecture 11/18/21: Automated machine learning

Lecture 11/18/21: Automated machine learning

Lecture 11/18/21: Automated machine learning

Lecture 11/18/21: Automated machine learning

Zoom Recording ID: 94347618999 UUID: swJzf2foSJGgxZQh1SLErA== Meeting Time: 2021-11-18T14:37:07Z

From Madeleine Udell

97 plays
Lecture 11/2/21: Loss functions 12 of 15

duration 1 hour 51 minutes

Lecture 11/2/21: Loss functions

Lecture 11/2/21: Loss functions

Lecture 11/2/21: Loss functions

Lecture 11/2/21: Loss functions

Zoom Recording ID: 94347618999 UUID: vWQG3ObBTcWaFwtVIF8PgQ== Meeting Time: 2021-11-02T13:05:02Z

From Madeleine Udell

183 plays
Lecture 11/23/21: Fairness 13 of 15

duration 1 hour 22 minutes

Lecture 11/23/21: Fairness

Lecture 11/23/21: Fairness

Lecture 11/23/21: Fairness

Lecture 11/23/21: Fairness

Zoom Recording ID: 94347618999 UUID: LtywwXILSNi7U2TtJRw1tA== Meeting Time: 2021-11-23T14:32:59Z

From Madeleine Udell

147 plays
Lecture 11/30/21: Limits of predictive modeling 14 of 15

duration 1 hour 23 minutes

Lecture 11/30/21: Limits of predictive modeling

Lecture 11/30/21: Limits of predictive modeling

Lecture 11/30/21: Limits of predictive modeling

Lecture 11/30/21: Limits of predictive modeling

Zoom Recording ID: 94347618999 UUID: 99U8trBVT7qbA88au+91VA== Meeting Time: 2021-11-30T14:36:09Z

From Madeleine Udell

57 plays
Lecture 11/4/21: Losses for classification and… 15 of 15

duration 1 hour 30 minutes

Lecture 11/4/21: Losses for classification and…

Lecture 11/4/21: Losses for classification and multi-class classification

Lecture 11/4/21: Losses for classification and…

Lecture 11/4/21: Losses for classification and multi-class classification

Zoom Recording ID: 94347618999 UUID: l1RpSW+qTF6f/eH+Nbq9vQ== Meeting Time: 2021-11-04T13:33:44Z

From Madeleine Udell

187 plays

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