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Mahdi Soltanolkotabi
Assistant Professor
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My research focuses on design and mathematical understanding of computationally efficient algorithms for optimization, machine learning, signal processing, high dimensional statistics, computational imaging and artificial intelligence. Lately, I've been developing and analyzing algorithms for non-convex optimization with provable guarantees of convergence to global optima. A particular focus on the application side has been on computational imaging and artificial intelligence.
Papers68 papers
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Yogesh Balaji, Mohammadmahdi Sajedi, Neha Mukund Kalibhat, Mucong Ding, Dominik Stöger,Mahdi Soltanolkotabi,Soheil Feizi
ICLR 2021, (2021)
COLT, pp.2034-2078, (2020)
L4DC, pp.531-539, (2020)
ieee control systems letters, pp.1-1, (2020)
IEEE J. Sel. Areas Inf. Theory, no. 1 (2020): 84-105
Information and Inference: A Journal of the IMA, (2020)
(2020)
IEEE Control Systems Letters, no. 3 (2020): 989-994
ACC, pp.4798-4803, (2020)
AISTATS, pp.4313-4324, (2020)
COLT, pp.1452-1485, (2020)
ICML, pp.4149-4158, (2020)
ICML, pp.1768-1778, (2020)
EUSIPCO, pp.2080-2084, (2020)
arXiv: Learning, (2019)
international conference on sampling theory and applications, (2019)
IEEE Transactions on Information Theory, no. 4 (2019)
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