Anna P. Meyer

Assistant Professor, Carleton College

Joined

May 2021

Names

Anna P. Meyer (Preferred)

,

Anna P Meyer

Emails

****@cs.wisc.edu (Confirmed)

,

****@wisc.edu (Confirmed)

,

****@carleton.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Carleton College (carleton.edu)

2025 – Present

PhD student

University of Wisconsin - Madison (cs.wisc.edu)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2025

PhD Advisor

Aws Albarghouthi

2020 – 2025

Expertise

No areas of expertise listed

Publications

Perceptions of the Fairness Impacts of Multiplicity in Machine Learning
Anna P. Meyer, Yea-Seul Kim, Aws Albarghouthi, Loris D'Antoni
- CHI 2025
- Readers: Everyone
On Minimizing the Impact of Dataset Shifts on Actionable Explanations
Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju
- 02 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
The Dataset Multiplicity Problem: How Unreliable Data Impacts Predictions
Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni
- 02 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
On Minimizing the Impact of Dataset Shifts on Actionable Explanations
Anna P. Meyer, Dan Ley, Suraj Srinivas, Himabindu Lakkaraju
- Published: 08 May 2023, Last Modified: 26 Jun 2023
- UAI 2023
- Readers: Everyone
Certifying Data-Bias Robustness in Linear Regression
Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni
- 2022 (modified: 25 Apr 2023)
- CoRR 2022
- Readers: Everyone
Certifying Robustness to Programmable Data Bias in Decision Trees
Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Certifying Robustness to Programmable Data Bias in Decision Trees
Anna P. Meyer, Aws Albarghouthi, Loris D'Antoni
- 2021 (modified: 25 Apr 2023)
- NeurIPS 2021
- Readers: Everyone

Co-Authors