Brett Mullins

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Multiple Classifiers

Differentially Private

Nearest Neighbor Classifier

Top Venues

Proc. VLDB Endow.

Publications

Miguel Fuentes, Brett Mullins, Ryan McKenna, Gerome Miklau, Daniel Sheldon
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic Data. CoRR (2024)
Brett Mullins
The Shape of Explanations: A Topological Account of Rule-Based Explanations in Machine Learning. CoRR (2023)
Ryan McKenna, Brett Mullins, Daniel Sheldon, Gerome Miklau
AIM: An Adaptive and Iterative Mechanism for Differentially Private Synthetic Data. Proc. VLDB Endow. 15 (11) (2022)
Ryan McKenna, Brett Mullins, Daniel Sheldon, Gerome Miklau
AIM: An Adaptive and Iterative Mechanism for Differentially Private Synthetic Data. CoRR (2022)
Brett Mullins
Identifying the Most Explainable Classifier. CoRR (2019)