GFH001 樹籬公平算法

 1## Group Fairness + Hedge
 2
 3### 1.
 4@article{guzman2021best,
 5  title={Best-case lower bounds in online learning},
 6  author={Guzm{\'a}n, Crist{\'o}bal and Mehta, Nishant and Mortazavi, Ali},
 7  journal={Advances in Neural Information Processing Systems},
 8  volume={34},
 9  year={2021}
10}
11
12### 1.1
13@article{blum2018preserving,
14  title={On preserving non-discrimination when combining expert advice},
15  author={Blum, Avrim and Gunasekar, Suriya and Lykouris, Thodoris and Srebro, Nathan},
16  journal={arXiv preprint arXiv:1810.11829},
17  year={2018}
18}
19
20### 1.1.1.
21@article{bechavod2019equal,
22  title={Equal opportunity in online classification with partial feedback},
23  author={Bechavod, Yahav and Ligett, Katrina and Roth, Aaron and Waggoner, Bo and Wu, Zhiwei Steven},
24  journal={arXiv preprint arXiv:1902.02242},
25  year={2019}
26}
27

 1## Fair Exposure in Stochastic Bandits
 2
 3## 2.
 4@article{wang2021fairness,
 5  title={Fairness of Exposure in Stochastic Bandits},
 6  author={Wang, Lequn and Bai, Yiwei and Sun, Wen and Joachims, Thorsten},
 7  journal={arXiv preprint arXiv:2103.02735},
 8  year={2021}
 9}
10
11## 2.1
12@article{ghodsi2021online,
13  title={Online Fair Revenue Maximizing Cake Division with Non-Contiguous Pieces in Adversarial Bandits},
14  author={Ghodsi, Mohammad and Mirfakhar, Amirmahdi},
15  journal={arXiv preprint arXiv:2111.14387},
16  year={2021}
17}
18
19## 2.2
20@article{chzhen2021unified,
21  title={A Unified Approach to Fair Online Learning via Blackwell Approachability},
22  author={Chzhen, Evgenii and Giraud, Christophe and Stoltz, Gilles},
23  journal={Advances in Neural Information Processing Systems},
24  volume={34},
25  year={2021}
26}
27