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个人简介
I work at the interface of statistical signal processing and random matrix theory with applications such as sonar, radar, wireless communications and machine learning in mind.
I particularly enjoy using random matrix theory to address problems that arise in statistical signal processing. An important component of my work is applying it in real-world settings to tease out low-level signals from sensor, oceanographic, financial and econometric time/frequency measurements/time series. In addition to the satisfaction derived from transforming the theory into practice, real-world settings give us insight into how the underlying techniques can be refined and/or made more robust.
I particularly enjoy using random matrix theory to address problems that arise in statistical signal processing. An important component of my work is applying it in real-world settings to tease out low-level signals from sensor, oceanographic, financial and econometric time/frequency measurements/time series. In addition to the satisfaction derived from transforming the theory into practice, real-world settings give us insight into how the underlying techniques can be refined and/or made more robust.
研究兴趣
论文共 104 篇作者统计合作学者相似作者
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Scientific Reportsno. 1 (2023): 1-17
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Trans. Mach. Learn. Res. (2023)
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arxiv(2022)
Kritika Iyer,Cyrus P. Najarian, Aya A. Fattah,Christopher J. Arthurs,S. M. Reza Soroushmehr,Vijayakumar Subban, Mullasari A. Sankardas,Raj R. Nadakuditi,Brahmajee K. Nallamothu,C. Alberto Figueroa
arXiv (Cornell University) (2020)
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ELECTRONIC JOURNAL OF STATISTICSno. 1 (2020): 345-385
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