My research focuses on applying mathematical techniques from discrete and continuous optimization to design algorithms for computational challenges arising in a variety of applications, including Machine Learning, Numerical Analysis and Combinatorial Optimization.
Interests
- Artificial Intelligence
- Numerical Analysis
- Combinatorial Optimization
Featured Publication
A Simple, Combinatorial Algorithm for Solving SDD Systems in Nearly-Linear Time
With Jonathan A. Kelner, Aaron Sidford and Zeyuan Allen-Zhu. STOC’13: Proc. Symp. Theory Computing, pp. 911–920, 2013. [ArXiv] [Proceedings]
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