Amanda Bower

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 15

Top Topics

Recommendation Algorithms

Rank Aggregation

Collaborative Filtering Recommendation

Top Venues

Publications

Tomo Lazovich, Luca Belli, Aaron Gonzales, Amanda Bower, Uthaipon Tantipongpipat, Kristian Lum, Ferenc Huszár, Rumman Chowdhury
Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics. Patterns 4 (8) (2023)
Kristian Lum, Yunfeng Zhang, Amanda Bower
De-biasing "bias" measurement. CoRR (2022)
Tomo Lazovich, Luca Belli, Aaron Gonzales, Amanda Bower, Uthaipon Tantipongpipat, Kristian Lum, Ferenc Huszar, Rumman Chowdhury
Measuring Disparate Outcomes of Content Recommendation Algorithms with Distributional Inequality Metrics. CoRR (2022)
Tomo Lazovich, Luca Belli, Aaron Gonzales, Amanda Bower, Uthaipon Tantipongpipat, Kristian Lum, Ferenc Huszár, Rumman Chowdhury
Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics. Patterns 3 (8) (2022)
Amanda Bower, Kristian Lum, Tomo Lazovich, Kyra Yee, Luca Belli
Random Isn't Always Fair: Candidate Set Imbalance and Exposure Inequality in Recommender Systems. CoRR (2022)
Kristian Lum, Yunfeng Zhang, Amanda Bower
De-biasing "bias" measurement. FAccT (2022)
Amanda Bower, Hamid Eftekhari, Mikhail Yurochkin, Yuekai Sun
Individually Fair Rankings. ICLR (2021)
Amanda Bower, Hamid Eftekhari, Mikhail Yurochkin, Yuekai Sun
Individually Fair Ranking. CoRR (2021)
Amanda Bower, Laura Balzano
Preference Modeling with Context-Dependent Salient Features. CoRR (2020)
Amanda Bower, Laura Balzano
Preference Modeling with Context-Dependent Salient Features. ICML (2020)
Mikhail Yurochkin, Amanda Bower, Yuekai Sun
Training individually fair ML models with sensitive subspace robustness. ICLR (2020)
Mikhail Yurochkin, Amanda Bower, Yuekai Sun
Learning fair predictors with Sensitive Subspace Robustness. CoRR (2019)
Amanda Bower, Lalit Jain, Laura Balzano
The Landscape of Non-Convex Quadratic Feasibility. ICASSP (2018)
Amanda Bower, Laura Niss, Yuekai Sun, Alexander Vargo
Debiasing representations by removing unwanted variation due to protected attributes. CoRR (2018)
Amanda Bower, Sarah N. Kitchen, Laura Niss, Martin J. Strauss, Alexander Vargas, Suresh Venkatasubramanian
Fair Pipelines. CoRR (2017)
Amanda Bower, Rachel Insoft, Shiyu Li, Steven J. Miller, Philip Tosteson
The distribution of gaps between summands in generalized Zeckendorf decompositions. J. Comb. Theory, Ser. A 135 (2015)
Amanda Bower, Ron Evans, Victor Luo, Steven J. Miller
Coordinate Sum and Difference Sets of d-Dimensional Modular Hyperbolas. Integers 13 (2013)