Afroditi Papadaki

According to our database, Afroditi Papadaki authored at least 6 papers between 2018 and 2024.

Collaborative distances:

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

2024

Federated Fairness without Access to Sensitive Groups.

Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues

CoRR, 2024

2022

Minimax Demographic Group Fairness in Federated Learning.

Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues

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

2021

Federating for Learning Group Fair Models.

Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues

CoRR, 2021

Blind Pareto Fairness and Subgroup Robustness.

Natalia Martínez, Martín Bertrán, Afroditi Papadaki, Miguel R. D. Rodrigues, Guillermo Sapiro

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

Adversarially Learned Representations for Information Obfuscation and Inference.

Martín Bertrán, Natalia Martínez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Galen Reeves, Guillermo Sapiro

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Learning to Collaborate for User-Controlled Privacy.

Martín Bertrán, Natalia Martínez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Guillermo Sapiro

CoRR, 2018