Program for Monday, October 19th: Talk View

PROGRAM FOR MONDAY, OCTOBER 19TH: TALK VIEW

Days:

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View: with abstracts session overview

9:00

9:30

10:00

10:30

11:00

11:30

12:00

12:30

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14:30

15:00

15:30

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09:00-13:00

Causal Reasoning Tutorial

David Blei

12:30-13:30

AutoML and interpretability: powering the machine learning revolution in healthcare

Mihaela van der Schaar

14:00-14:20

ADAGES: adaptive aggregation with stability for distributed feature selection

Yu Gui

14:20-14:40

Classification Acceleration via Merging Decision Trees

Chenglin Fan, Ping Li

14:40-15:00

Tree Space Prototypes: Another Look at Making Tree Ensembles Interpretable

Sarah Tan, Matvey Soloviev, Giles Hooker, Martin T. Wells

15:00-15:20

Ensembles of bagged TAO trees consistently improve over Random Forests, AdaBoost and Gradient

Miguel Carreira-Perpinan, Arman Zharmagambetov

15:45-16:05

Interpreting Black Box Models via Hypothesis Testing

Collin Burns, Jesse Thomason, Wesley Tansey

16:05-16:25

Congenial Differential Privacy under Mandated Disclosure

Ruobin Gong, Xiao-Li Meng

16:25-16:45

Incentives Needed for Low-Cost Fair Data Reuse

Roland Maio, Augustin Chaintreau

16:45-17:05

Applying Algorithmic Accountability Frameworks withDomain-specific Codes of Ethics: A Case Study in EcosystemForecasting for Shellfish Toxicity in the Gulf of

Isabella Grasso, David Russell, Jeanna Matthews, Abigail Matthews, Nick Record