Anna P. Meyer

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Training Dataset

Linear Regression

Top Venues

Publications

Anna P. Meyer, Yuhao Zhang, Aws Albarghouthi, Loris D'Antoni
Verified Training for Counterfactual Explanation Robustness under Data Shift. CoRR (2024)
Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni
The Dataset Multiplicity Problem: How Unreliable Data Impacts Predictions. FAccT (2023)
Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju
On Minimizing the Impact of Dataset Shifts on Actionable Explanations. UAI (2023)
Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju
On Minimizing the Impact of Dataset Shifts on Actionable Explanations. CoRR (2023)
Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni
The Dataset Multiplicity Problem: How Unreliable Data Impacts Predictions. CoRR (2023)
Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni
Certifying Data-Bias Robustness in Linear Regression. CoRR (2022)
Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni
Certifying Robustness to Programmable Data Bias in Decision Trees. NeurIPS (2021)
Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni
Certifying Robustness to Programmable Data Bias in Decision Trees. CoRR (2021)