Amanda Bower

According to our database, Amanda Bower authored at least 13 papers between 2013 and 2022.

Collaborative distances:

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

2022

Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics.

Tomo Lazovich, Luca Belli, Aaron Gonzales, Amanda Bower, Uthaipon Tantipongpipat, Kristian Lum, Ferenc Huszár, Rumman Chowdhury

Patterns, 2022

Random Isn't Always Fair: Candidate Set Imbalance and Exposure Inequality in Recommender Systems.

Amanda Bower, Kristian Lum, Tomo Lazovich, Kyra Yee, Luca Belli

CoRR, 2022

De-biasing "bias" measurement.

Kristian Lum, Yunfeng Zhang, Amanda Bower

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021

Individually Fair Ranking.

Amanda Bower, Hamid Eftekhari, Mikhail Yurochkin, Yuekai Sun

CoRR, 2021

Individually Fair Rankings.

Amanda Bower, Hamid Eftekhari, Mikhail Yurochkin, Yuekai Sun

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Preference Modeling with Context-Dependent Salient Features.

Amanda Bower, Laura Balzano

Proceedings of the 37th International Conference on Machine Learning, 2020

Training individually fair ML models with sensitive subspace robustness.

Mikhail Yurochkin, Amanda Bower, Yuekai Sun

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Learning fair predictors with Sensitive Subspace Robustness.

Mikhail Yurochkin, Amanda Bower, Yuekai Sun

CoRR, 2019

2018

Debiasing representations by removing unwanted variation due to protected attributes.

Amanda Bower, Laura Niss, Yuekai Sun, Alexander Vargo

CoRR, 2018

The Landscape of Non-Convex Quadratic Feasibility.

Amanda Bower, Lalit Jain, Laura Balzano

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Fair Pipelines.

Amanda Bower, Sarah N. Kitchen, Laura Niss, Martin J. Strauss, Alexander Vargas, Suresh Venkatasubramanian

CoRR, 2017

2015

The distribution of gaps between summands in generalized Zeckendorf decompositions.

Amanda Bower, Rachel Insoft, Shiyu Li, Steven J. Miller, Philip Tosteson

J. Comb. Theory A, 2015

2013

Coordinate Sum and Difference Sets of d-Dimensional Modular Hyperbolas.

Amanda Bower, Ron Evans, Victor Luo, Steven J. Miller

Integers, 2013