Brett Mullins

According to our database, Brett Mullins authored at least 7 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Private Adaptive Covariance Estimation via Gaussian Graphical Models.

Cecilia Ferrando, Miguel Fuentes, Brett Mullins, Cameron Musco, Daniel Sheldon

CoRR, May, 2026

Fast Private Adaptive Query Answering for Large Data Domains.

Miguel Fuentes, Brett Mullins, Yingtai Xiao, Daniel Kifer, Cameron Musco, Daniel Sheldon

CoRR, February, 2026

2024

Efficient and Private Marginal Reconstruction with Local Non-Negativity.

Brett Mullins, Miguel Fuentes, Yingtai Xiao, Daniel Kifer, Cameron Musco, Daniel R. Sheldon

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Joint Selection: Adaptively Incorporating Public Information for Private Synthetic Data.

Miguel Fuentes, Brett C. Mullins, Ryan McKenna, Gerome Miklau, Daniel Sheldon

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

The Shape of Explanations: A Topological Account of Rule-Based Explanations in Machine Learning.

Brett Mullins

CoRR, 2023

2022

AIM: An Adaptive and Iterative Mechanism for Differentially Private Synthetic Data.

Ryan McKenna, Brett Mullins, Daniel Sheldon, Gerome Miklau

Proc. VLDB Endow., 2022

2019

Identifying the Most Explainable Classifier.

Brett Mullins

CoRR, 2019