Seyed A. Esmaeili

I'm a 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

Seyed A. Esmaeili, Hayley Grape, Brian Brubach. "Centralized Fairness for Redistricting".Under Review, 2022. [ Link. ]

Seyed A. Esmaeili, Sharmila Duppala, John P. Dickerson, Brian Brubach. "Fair Labeled Clustering".KDD 2022. [ Link. ]

Seyed A. Esmaeili, Sharmila Duppala, Vedant Nanda, Aravind Srinivasan, John P. Dickerson, "Rawlsian Fairness in Online Bipartite Matching: Two-sided, Group, and Individual".(extended abstract) AAMAS 2022, full version is Under Review. [ Link. ]

(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".AISTATS 2022. [ Link. ]

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

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.