About Me
I am a postdoctoral researcher at Toyota Technological Institute at Chicago (TTIC) hosted by Prof. Avrim Blum. Currently, I am supported by Simons Collaboration on the Theory of Algorithmic Fairness. Prior to joining TTIC I did my PhD at University of Maryland College Park where I was advised by Prof. Samir Khuller. I am interested in machine learning (mostly adversarial learning and learning in the presence of strategic behavior), algorithmic fairness, and theoretical computer science.
Contact: “[firstname]@ttic.edu”
Working Papers
Distributional Robust Loss with Siddharth Bhandari, Prabhav Jain, and Avrim Blum.
Publications
Agnostic Multi-Robust Learning Using ERM with Avrim Blum, Omar Montasser and Kevin Stangl. AISTATS 2024, (arxiv version)
Fundamental Bounds on Online Strategic Classification with Avrim Blum and Kunhe Yang. EC 2023, (arxiv version)
Setting Fair Incentives to Maximize Improvement with Hedyeh Beyhaghi, Avrim Blum, and Keziah Naggita. FORC 2023, (arxiv version)
Individual Preference Stability for Clustering with Pranjal Awasthi, Samir Khuller, Matthäus Kleindessner, Jamie Morgenstern, Pattara Sukprasert, Ali Vakilian. ICML 2022.
On Classification of Strategic Agents who Can Both Game and Improve with Hedyeh Beyhaghi, Avrim Blum, and Keziah Naggita. FORC 2022, (arxiv version)
The Strategic Perceptron with Hedyeh Beyhaghi, Avrim Blum, and Keziah Naggita. EC 2021, (arxiv version)
An Algorithm for Multi-Attribute Diverse Matching with Faez Ahmed, John P. Dickerson, Mark Fuge, and Samir Khuller. IJCAI 2020, (arxiv version)
Fair Correlation Clustering with Sainyam Galhotra, Barna Saha, and Roy Schwartz, (arxiv version)
Min-Max Correlation Clustering via Multicut with Samir Khuller, and Barna Saha. IPCO 2019, (conference version)
On Scheduling Coflows with Samir Khuller, Manish Purohit, and Sheng Yang. IPCO 2017. Full version appeared in Algorithmica. (long version)
The Landscape of Receptor-Mediated Precision Cancer Combination Therapy: A Single-Cell Perspective SA*, Pattara Sukprasert*, Rahulsimham Vegesna, Sanju Sinha, Fiorella Schischlik, Natalie Artzi, Samir Khuller, Alejandro A. Schäffer, and Eytan Ruppin, Nature Communications.( * equal contribution) (biorxiv version)(journal version)