Search Results for author: David Karger

Found 5 papers, 3 papers with code

Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes

no code implementations9 Aug 2023 Sharon Jiang, Shannon Shen, Monica Agrawal, Barbara Lam, Nicholas Kurtzman, Steven Horng, David Karger, David Sontag

The large amount of time clinicians spend sifting through patient notes and documenting in electronic health records (EHRs) is a leading cause of clinician burnout.

Information Retrieval Retrieval

Fast, Structured Clinical Documentation via Contextual Autocomplete

1 code implementation29 Jul 2020 Divya Gopinath, Monica Agrawal, Luke Murray, Steven Horng, David Karger, David Sontag

We present a system that uses a learned autocompletion mechanism to facilitate rapid creation of semi-structured clinical documentation.

ARDA: Automatic Relational Data Augmentation for Machine Learning

1 code implementation21 Mar 2020 Nadiia Chepurko, Ryan Marcus, Emanuel Zgraggen, Raul Castro Fernandez, Tim Kraska, David Karger

Our system has two distinct components: (1) a framework to search and join data with the input data, based on various attributes of the input, and (2) an efficient feature selection algorithm that prunes out noisy or irrelevant features from the resulting join.

BIG-bench Machine Learning Data Augmentation +2

Dark Patterns after the GDPR: Scraping Consent Pop-ups and Demonstrating their Influence

1 code implementation8 Jan 2020 Midas Nouwens, Ilaria Liccardi, Michael Veale, David Karger, Lalana Kagal

New consent management platforms (CMPs) have been introduced to the web to conform with the EU's General Data Protection Regulation, particularly its requirements for consent when companies collect and process users' personal data.

Human-Computer Interaction Computers and Society

Matroids Hitting Sets and Unsupervised Dependency Grammar Induction

no code implementations24 May 2017 Nicholas Harvey, Vahab Mirrokni, David Karger, Virginia Savova, Leonid Peshkin

This paper formulates a novel problem on graphs: find the minimal subset of edges in a fully connected graph, such that the resulting graph contains all spanning trees for a set of specifed sub-graphs.

Dependency Grammar Induction

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