Ali Mohammad Nezhad
Mathematical Sciences
Carnegie Mellon University
Pittsburgh, Pennsylvania 15213
Office: Wean 7115
anezhad@andrew.cmu.edu
Ali Mohammad Nezhad
Mathematical Sciences
Carnegie Mellon University
Pittsburgh, Pennsylvania 15213
Office: Wean 7115
anezhad@andrew.cmu.edu
I am a Postdoctoral Research Associate in the Department of Mathematical Sciences at Carnegie Mellon University. I am also affiliated with the Hoskinson Center for Formal Mathematics at the Carnegie Mellon University, under supervision of Professor Jeremy Avigad. I was previously a Golomb Visiting Assistant Professor in the Department of Mathematics at Purdue University, a Visiting Scholar in the Department of Industrial and Systems Engineering at Lehigh University, and a postdoctoral research associate in the School of Industrial Engineering at Purdue University Purdue University. I completed my PhD in Industrial and Systems Engineering from Lehigh University in 2018 under the supervision of Professor Tamas Terlaky.
I will start my next position in July 2023 as an assistant professor in the Department of Statistics and Operations Research at the University of North Carolina at Chapel Hill.
My research is supported by the collaborative NSF Grant CCF-2128702 and CCF-2128527 (Purdue and Lehigh universities). The main theme of my research is computational complexity in continuous optimization, computational optimization, and their algorithmic implications for data science and engineering. In recent years, the focus of my research has been centered on different facets of stability, complexity, and computation in semidefinite and polynomial optimization through the lens of (real/complex) algebraic geometry and algebraic topology. I recently developed interest in computational topology and its interplay with computational optimization, quantum computing, and machine learning. You can find out more about my research here.
I am organizing the Optimization, Algebra, and Geometry Seminar in the Mathematical Sciences Department in Spring 2023.
[03/06/2023] Beginning May 2022, I will be an assistant professor in the STOR Department at UNC Chapel Hill.
[01/18/2023] We submitted a new paper: On the complexity of analyticity in semi-definite optimization.
[11/20/2022] We submitted a new paper: Improved effective Ćojasiewicz inequality and applications.
[10/08/2022] I will be presenting my research "Applications of Real Algebraic Geometry in Optimization" at Informs Annual Meeting 2022.
[08/10/2022] I am organizing a special session on "Complexity and Topology in Computational Algebraic Geometry" for JMM 2023. [08/10/2022] I will be teaching Matrix Algebra and Applications (21-240) in the Mathematical Sciences Department in Fall 2022. [08/09/2022] Our summer undergraduate project (with Janiece Jackson, Layla Montemayor, and Professor David Offner) on the simulation optimization of Emerald Cloud Lab was highlighted in the CMU's news. [07/23/2022] We just finished the summer undergraduate program at CMU. Thanks to Janiece Jackson and Layla Montemayor for their nice work on optimization of Emerald Cloud Lab.
[07/23/2022] I will be presenting my research "On the Complexity of Annalyticity, a Real Algebraic Geometry Approach" at ICCOPT 2022.
[06/20/2022] I will present my poster titled "On the Complexity of Analyticity" in CCAAGS-22. [05/24/2022] Our paper On the Central Path of Semidefinite Optimization: Degree and Convergence Rate was published in SIAM Journal on Applied Algebra and Geometry. [05/16/2022] I presented my poster titled "On the Complexity of Analyticity" in Algebraic Statistics 2022.
[05/16/2022] I officially started my job as a math postdoc in the Department of Mathematical Sciences at CMU.
[05/11/2022] Our paper On computing the nonlinearity interval in parametric semidefinite optimization was published in [03/08/2022] I will be giving a talk in the session Nonlinear Constrained Optimization at IOS22. [03/08/2022] Beginning May 2022, I will be a Postdoc Research Associate joint with the Hoskinson Center for Formal Mathematics and the Department of Mathematical Sciences at Carnegie Mellon University. [12/20/2021] Our paper On the central path of semidefinite optimization: degree and convergence rate was accepted for publication in the SIAM Journal on Applied Algebra and Geometry. [10/29/2021] Our paper On computing the nonlinearity interval in parametric semidefinite optimization was accepted for publication in Mathematics of Operations Research.
[08/27/2021] Our collaborative NSF proposal (co-PIs: Saugata Basu and Tamas Terlaky) was approved. [08/14/2021] I will be giving a talk in the session Optimization and Algebraic Geometry at AG21. [08/10/2021] Professor Basu and I will be organizing the session on Algebraic Aspects of Optimization at SIAM Conference on Applied Algebraic Geometry (AG21).
[06/28/2021] Our paper On the sensitivity of the optimal partition for parametric second-order conic optimization was accepted for publication in Mathematical Programming B.
[05/17/2021] We submitted a new paper: On the central path of semidefinite optimization: degree and convergence rate.