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Lecture 11/18/21: Automated machine learning

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

From  Madeleine Udell on November 18th, 2021 47 plays

Lecture 11/9/21: Unsupervised learning (PCA)

Zoom Recording ID: 94347618999 UUID: i0nonjabSNqNawDsvIrVAQ== Meeting Time: 2021-11-09T14:28:43Z

From  Madeleine Udell on November 9th, 2021 95 plays

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 on November 4th, 2021 123 plays

Section: post-hoc interpretability (LIME, SHAP)

Zoom Recording ID: 95071859677 UUID: 8jQJz7E4RLS27UeD6NpZ6w== Meeting Time: 2021-11-03T15:17:11Z

From  Madeleine Udell on November 3rd, 2021 8 plays

Lecture 11/2/21: Loss functions

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

From  Madeleine Udell on November 2nd, 2021 118 plays

CTBN October 2021 Forum

Enhancing Competitiveness via Embedded Digitization -How Digital Apps and AI Speed Up B2B Lending and Transactions “You’re Approved!” is music to one business owner’s…

From  Bonna Davidson on October 27th, 2021 0 plays

Section 11/23/21: optimization

Zoom Recording ID: 91739230861 UUID: v8lG4ne3RLytBr+lTovY4g== Meeting Time: 2021-10-27T15:17:37Z

From  Madeleine Udell on October 27th, 2021 5 plays

Lecture 10/19/21: Trees

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

From  Madeleine Udell on October 19th, 2021 99 plays

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 on October 14th, 2021 84 plays

ORIE Colloquium on 10/45/2021: Jeff Linderoth

Subspace Clustering with Missing Data via Integer Programming In the Subspace Clustering with Missing Data (SCMD) problem, we are given a collection of n data points, arranged into columns of a…

From  E. Cornelius on October 5th, 2021 1 plays

Section 10/5/21: Generalization

Zoom Recording ID: 95071859677 UUID: TnmTC3VVQaKz+eKl3dxvxA== Meeting Time: 2021-10-05T18:41:27Z

From  Madeleine Udell on October 5th, 2021 28 plays

Lecture 9/16: Feature engineering

Zoom Recording ID: 94347618999 UUID: PFUsN12HSx6I3dkD0PuRBg== Meeting Time: 2021-09-16T13:28:20Z

From  Madeleine Udell on September 16th, 2021 128 plays

Lecture 9/9: Gradient descent

Zoom Recording ID: 94347618999 UUID: 5pmUF9dtSCyd7D9w79Er8w== Meeting Time: 2021-09-09T13:28:47Z

From  Madeleine Udell on September 9th, 2021 154 plays

Lecture

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

From  Madeleine Udell on September 7th, 2021 147 plays

5.17.21 Huijia Lin, University of Washington

Zoom Recording ID: 91302741742 UUID: hJSJ/8QeQkqko5cgQSaeWA== Meeting Time: 2021-05-17T19:40:30Z

From  Jordan Staiti on May 17th, 2021 9 plays