Sayeh Bayat

According to our database, Sayeh Bayat authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems.

Farzaneh Dehghani, Mahsa Dibaji, Fahim Anzum, Lily Dey, Alican Basdemir, Sayeh Bayat, Jean-Christophe Boucher, Steve Drew, Sarah Elaine Eaton, Richard Frayne, Gouri Ginde, Ashley D. Harris, Yani Ioannou, Catherine Lebel, John Lysack, Leslie Salgado Arzuaga, Emma A. M. Stanley, Roberto Souza, Ronnie de Souza Santos, Lana Wells, Tyler Williamson, Matthias Wilms, Mark Ungrin, Marina L. Gavrilova, Mariana P. Bento

Trans. Mach. Learn. Res., 2025

Identifying major depressive disorder in older adults through naturalistic driving behaviors and machine learning.

Chen Chen, David C. Brown, Noor Al-Hammadi, Sayeh Bayat, Anne Dickerson, Brenda Vrkljan, Matthew Blake, Yiqi Zhu, Jean-François Trani, Eric J. Lenze, David B. Carr, Ganesh M. Babulal

npj Digit. Medicine, 2025

Accuracy-fairness trade-off in ML for healthcare: A quantitative evaluation of bias mitigation strategies.

Farzaneh Dehghani, Pedro V. V. Paiva, Nikita Malik, Joanna Lin, Sayeh Bayat, Mariana P. Bento

Inf. Softw. Technol., 2025

2024

Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems.

Farzaneh Dehghani, Mahsa Dibaji, Fahim Anzum, Lily Dey, Alican Basdemir, Sayeh Bayat, Jean-Christophe Boucher, Steve Drew, Sarah Elaine Eaton, Richard Frayne, Gouri Ginde, Ashley D. Harris, Yani Ioannou, Catherine Lebel, John Lysack, Leslie Salgado Arzuaga, Emma A. M. Stanley, Roberto Souza, Roberto Souza, Lana Wells, Tyler Williamson, Matthias Wilms, Zaman Wahid, Mark Ungrin, Marina L. Gavrilova, Mariana P. Bento

CoRR, 2024

Fairness in Healthcare: Assessing Data Bias and Algorithmic Fairness.

Farzaneh Dehghani, Nikita Malik, Joanna Lin, Sayeh Bayat, Mariana P. Bento

Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, 2024