Seyed A. Esmaeili

I am a fourth year CS PhD student at the University of Maryland working with John P. Dickerson and Aravind Srinivasan.

I'm interested in machine learning, algorithms, and fairness.


Selected Publications

Seyed A. Esmaeili, Brian Brubach, Aravind Srinivasan, John P Dickerson. "Fair Clustering Under a Bounded Cost".Under Submission, 2021.

Seyed A. Esmaeili, Sharmila Duppala, John P Dickerson, Brian Brubach. "Fair Labelled Clustering".Under Submission, 2021.

Sharmila Duppala, Seyed A. Esmaeili, Vedant Nanda, Brian Brubach, Aravind Srinivasan, John P Dickerson, "Balancing Two-Sided Fairness and Profit in Online Bipartite Matching".Under Submission, 2021.

Seyed A. Esmaeili, Brian Brubach, Leonidas Tsepenekas, John P Dickerson, "Probabilistic Fair Clustering". NeurIPS 2020 [ Link. ]

C. DeCarolis, M. Ram, Seyed A. Esmaeili, Y. Wang, F. Huang, "An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm". ICML 2020 [ Link. ]