Amanda Bower

17 papers A* 3Misc 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics.
Patterns
Tomo Lazovich, Luca Belli, Aaron Gonzales, Amanda Bower, Uthaipon Tantipongpipat, Kristian Lum, Ferenc Huszár, Rumman Chowdhury
2022 — conf
De-biasing "bias" measurement.
FAccT
Kristian Lum, Yunfeng Zhang, Amanda Bower
2022 J jnl
De-biasing "bias" measurement.
CoRR
Kristian Lum, Yunfeng Zhang, Amanda Bower
2022 J jnl
Measuring Disparate Outcomes of Content Recommendation Algorithms with Distributional Inequality Metrics.
CoRR
Tomo Lazovich, Luca Belli, Aaron Gonzales, Amanda Bower, Uthaipon Tantipongpipat, Kristian Lum, Ferenc Huszar, Rumman Chowdhury
2022 J jnl
Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics.
Patterns
Tomo Lazovich, Luca Belli, Aaron Gonzales, Amanda Bower, Uthaipon Tantipongpipat, Kristian Lum, Ferenc Huszár, Rumman Chowdhury
2022 J jnl
Random Isn't Always Fair: Candidate Set Imbalance and Exposure Inequality in Recommender Systems.
CoRR
Amanda Bower, Kristian Lum, Tomo Lazovich, Kyra Yee, Luca Belli
2021 J jnl
Individually Fair Ranking.
CoRR
Amanda Bower, Hamid Eftekhari, Mikhail Yurochkin, Yuekai Sun
2021 A* conf
Individually Fair Rankings.
ICLR
Amanda Bower, Hamid Eftekhari, Mikhail Yurochkin, Yuekai Sun
2020 A* conf
Preference Modeling with Context-Dependent Salient Features.
ICML
Amanda Bower, Laura Balzano
2020 J jnl
Preference Modeling with Context-Dependent Salient Features.
CoRR
Amanda Bower, Laura Balzano
2020 A* conf
Training individually fair ML models with sensitive subspace robustness.
ICLR
Mikhail Yurochkin, Amanda Bower, Yuekai Sun
2019 J jnl
Learning fair predictors with Sensitive Subspace Robustness.
CoRR
Mikhail Yurochkin, Amanda Bower, Yuekai Sun
2018 J jnl
Debiasing representations by removing unwanted variation due to protected attributes.
CoRR
Amanda Bower, Laura Niss, Yuekai Sun, Alexander Vargo
2018 Misc conf
The Landscape of Non-Convex Quadratic Feasibility.
ICASSP
Amanda Bower, Lalit Jain, Laura Balzano
2017 J jnl
Fair Pipelines.
CoRR
Amanda Bower, Sarah N. Kitchen, Laura Niss, Martin J. Strauss, Alexander Vargas, Suresh Venkatasubramanian
2015 J jnl
The distribution of gaps between summands in generalized Zeckendorf decompositions.
J. Comb. Theory A
Amanda Bower, Rachel Insoft, Shiyu Li, Steven J. Miller, Philip Tosteson
2013 J jnl
Coordinate Sum and Difference Sets of d-Dimensional Modular Hyperbolas.
Integers
Amanda Bower, Ron Evans, Victor Luo, Steven J. Miller