Amanda Bower
University of Michigan
H-index: 8
North America-United States
Top articles of Amanda Bower
Title | Journal | Author(s) | Publication Date |
---|---|---|---|
Measuring disparate outcomes of content recommendation algorithms with distributional inequality metrics | Patterns | Tomo Lazovich Luca Belli Aaron Gonzales Amanda Bower Uthaipon Tantipongpipat | 2022/8/12 |
Training individually fair machine learning algorithms via distributionally robust optimization | 2022/10/6 | ||
Random Isn't Always Fair: Candidate Set Imbalance and Exposure Inequality in Recommender Systems | arXiv preprint arXiv:2209.05000 | Amanda Bower Kristian Lum Tomo Lazovich Kyra Yee Luca Belli | 2022/9/12 |
De-biasing “bias” measurement | Kristian Lum Yunfeng Zhang Amanda Bower | 2022/6/21 | |
Individually Fair Ranking | International Conference on Learning Representations (ICLR) | Amanda Bower Hamid Eftekhari Mikhail Yurochkin Yuekai Sun | 2021/3/19 |
Dealing with Intransitivity, Non-Convexity, and Algorithmic Bias in Preference Learning | Amanda Ruth Bower | 2020 | |
Preference Modeling with Context-Dependent Salient Features | Amanda Bower Laura Balzano | 2020/11/21 |