36 citations · 76 across the 8 of their papers we have counts for
5 papers · 1 filter
Selecting Sub-tables for Data Exploration
Kathy Razmadze, Yael Amsterdamer, Amit Somech +2
We present a framework for creating small, informative sub-tables of large data tables to facilitate the first step of data science: data exploration. Given a large data table tabl…
CHEF: A Cheap and Fast Pipeline for Iteratively Cleaning Label Uncertainties (Technical Report)
Yinjun Wu, James Weimer, Susan B. Davidson
High-quality labels are expensive to obtain for many machine learning tasks, such as medical image classification tasks. Therefore, probabilistic (weak) labels produced by weak sup…
Automating Software Citation using GitCite
Leshang Chen, Susan Davidson
The ability to cite software and give credit to its authors and contributors is increasingly important. While the number of online open-source software repositories has grown rapid…
A Propagation Model for Provenance Views of Public/Private Workflows
Susan B. Davidson, Tova Milo, Sudeepa Roy
We study the problem of concealing functionality of a proprietary or private module when provenance information is shown over repeated executions of a workflow which contains both…
Labeling Workflow Views with Fine-Grained Dependencies
Zhuowei Bao, Susan B. Davidson, Tova Milo
This paper considers the problem of efficiently answering reachability queries over views of provenance graphs, derived from executions of workflows that may include recursion. Suc…