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Raj Rao Nadakuditi
Raj Rao Nadakuditi
Assistant Professor, University of Michigan
Geverifieerd e-mailadres voor umich.edu
Titel
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Jaar
Random matrix theory
A Edelman, NR Rao
Acta numerica 14, 233-297, 2005
5872005
The eigenvalues and eigenvectors of finite, low rank perturbations of large random matrices
F Benaych-Georges, RR Nadakuditi
Advances in Mathematics 227 (1), 494-521, 2011
5012011
Graph spectra and the detectability of community structure in networks
RR Nadakuditi, MEJ Newman
Physical review letters 108 (18), 188701, 2012
3472012
The singular values and vectors of low rank perturbations of large rectangular random matrices
F Benaych-Georges, RR Nadakuditi
Journal of Multivariate Analysis 111, 120-135, 2012
3322012
Sample eigenvalue based detection of high-dimensional signals in white noise using relatively few samples
RR Nadakuditi, A Edelman
IEEE Transactions on Signal Processing 56 (7), 2625-2638, 2008
3242008
Fundamental limit of sample generalized eigenvalue based detection of signals in noise using relatively few signal-bearing and noise-only samples
RR Nadakuditi, JW Silverstein
IEEE Journal of selected topics in Signal Processing 4 (3), 468-480, 2010
1642010
Optshrink: An algorithm for improved low-rank signal matrix denoising by optimal, data-driven singular value shrinkage
RR Nadakuditi
IEEE Transactions on Information Theory 60 (5), 3002-3018, 2014
1582014
Spectra of random graphs with arbitrary expected degrees
RR Nadakuditi, MEJ Newman
Physical Review E 87 (1), 012803, 2013
932013
Statistical eigen-inference from large Wishart matrices
NR Rao, JA Mingo, R Speicher, A Edelman
912008
The polynomial method for random matrices
NR Rao, A Edelman
Foundations of Computational Mathematics 8, 649-702, 2008
882008
Mode control in a multimode fiber through acquiring its transmission matrix from a reference-less optical system
M N’Gom, TB Norris, E Michielssen, RR Nadakuditi
Optics letters 43 (3), 419-422, 2018
812018
Low-rank and adaptive sparse signal (LASSI) models for highly accelerated dynamic imaging
S Ravishankar, BE Moore, RR Nadakuditi, JA Fessler
IEEE transactions on medical imaging 36 (5), 1116-1128, 2017
672017
Spectra of random graphs with community structure and arbitrary degrees
X Zhang, RR Nadakuditi, MEJ Newman
Physical review E 89 (4), 042816, 2014
612014
Efficient sum of outer products dictionary learning (SOUP-DIL) and its application to inverse problems
S Ravishankar, RR Nadakuditi, JA Fessler
IEEE transactions on computational imaging 3 (4), 694-709, 2017
452017
Multiplication of free random variables and the S-transform: The case of vanishing mean
NR Rao, R Speicher
432007
Low-rank spectral learning
A Kulesza, NR Rao, S Singh
Artificial Intelligence and Statistics, 522-530, 2014
412014
Panoramic robust pca for foreground–background separation on noisy, free-motion camera video
BE Moore, C Gao, RR Nadakuditi
IEEE Transactions on Computational Imaging 5 (2), 195-211, 2019
402019
Controlling light transmission through highly scattering media using semi-definite programming as a phase retrieval computation method
M N’Gom, MB Lien, NM Estakhri, TB Norris, E Michielssen, RR Nadakuditi
Scientific reports 7 (1), 2518, 2017
362017
On hard limits of eigen-analysis based planted clique detection
RR Nadakuditi
2012 IEEE Statistical Signal Processing Workshop (SSP), 129-132, 2012
312012
Passive radar detection with noisy reference channel using principal subspace similarity
S Gogineni, P Setlur, M Rangaswamy, RR Nadakuditi
IEEE Transactions on Aerospace and Electronic Systems 54 (1), 18-36, 2017
302017
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Artikelen 1–20