Anna P. Meyer

According to our database, Anna P. Meyer authored at least 6 papers between 2021 and 2025.

Collaborative distances:

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

2025

Perceptions of the Fairness Impacts of Multiplicity in Machine Learning.

Anna P. Meyer, Yea-Seul Kim, Loris D'Antoni, Aws Albarghouthi

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

2024

Verified Training for Counterfactual Explanation Robustness under Data Shift.

Anna P. Meyer, Yuhao Zhang, Aws Albarghouthi, Loris D'Antoni

CoRR, 2024

2023

On Minimizing the Impact of Dataset Shifts on Actionable Explanations.

Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju

Proceedings of the Uncertainty in Artificial Intelligence, 2023

The Dataset Multiplicity Problem: How Unreliable Data Impacts Predictions.

Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

2022

Certifying Data-Bias Robustness in Linear Regression.

Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni

CoRR, 2022

2021

Certifying Robustness to Programmable Data Bias in Decision Trees.

Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021