20 citations · 51 across the 18 of their papers we have counts for
3 papers · 1 filter
Heterogeneous Treatment Effects in Social Networks
Amir Gilad, Harsh Parikh, Sudeepa Roy +1
We study treatment effect modifiers for causal analysis in a social network, where neighbors' characteristics or network structure may affect the outcome of a unit, and the goal is…
Synthesizing Linked Data Under Cardinality and Integrity Constraints
Amir Gilad, Shweta Patwa, Ashwin Machanavajjhala
The generation of synthetic data is useful in multiple aspects, from testing applications to benchmarking to privacy preservation. Generating the links between relations, subject t…
On Optimizing the Trade-off between Privacy and Utility in Data Provenance
Daniel Deutch, Ariel Frankenthal, Amir Gilad +1
Organizations that collect and analyze data may wish or be mandated by regulation to justify and explain their analysis results. At the same time, the logic that they have followed…