14 citations · 31 across the 6 of their papers we have counts for
4 papers · 1 filter
Just in Time: Personal Temporal Insights for Altering Model Decisions
Naama Boer, Daniel Deutch, Nave Frost +1
The interpretability of complex Machine Learning models is coming to be a critical social concern, as they are increasingly used in human-related decision-making processes such as…
Research Directions for Principles of Data Management (Dagstuhl Perspectives Workshop 16151)
Serge Abiteboul, Marcelo Arenas, Pablo Barceló +18
In April 2016, a community of researchers working in the area of Principles of Data Management (PDM) joined in a workshop at the Dagstuhl Castle in Germany. The workshop was organi…
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…