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.

Email: last_name@cs.umd.edu


Selected Publications

(α,β)Darshan Chakrabarti, John P. Dickerson, Seyed A. Esmaeili, Aravind Srinivasan, Leonidas Tsepenekas. "A New Notion of Individually Fair Clustering:α-Equitable k-Center".Under Submission, 2021 [ Link. ]

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

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

Seyed A. Esmaeili, Sharmila Duppala, Vedant Nanda, Aravind Srinivasan, John P. Dickerson, "Rawlsian Fairness in Online Bipartite Matching: Two-sided, Group, and Individual".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. ]


*(α,β) denotes alphabetical ordering.