Robert Malinas

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All published works

Action	Title	Year	Authors
+ PDF Chat	Community Detection in High-Dimensional Graph Ensembles	2023	Robert Malinas Dogyoon Song Alfred O. Hero
+	Community Detection in High-Dimensional Graph Ensembles	2023	Robert Malinas Dogyoon Song Alfred O. Hero
+ PDF Chat	An Improvement on the Hotelling $T^{2}$ Test Using the Ledoit-Wolf Nonlinear Shrinkage Estimator	2022	Benjamin D. Robinson Robert Malinas Van Latimer Beth Bjorkman Alfred O. Hero
+	An Improvement on the Hotelling $T^2$ Test Using the Ledoit-Wolf Nonlinear Shrinkage Estimator	2022	Benjamin D. Robinson Robert Malinas Van Latimer Beth Bjorkman Alfred O. Hero
+	Optimal Linear Classification via Eigenvalue Shrinkage: The Case of Additive Noise	2021	Benjamin D. Robinson Robert Malinas
+ PDF Chat	Space-Time Adaptive Detection at Low Sample Support	2021	Benjamin Robinson Robert Malinas Alfred O. Hero
+	High-Dimensional Covariance Shrinkage for Signal Detection	2021	Benjamin Robinson Robert Malinas Alfred O. Hero

Common Coauthors

Coauthor	Papers Together
Alfred O. Hero	6
Benjamin Robinson	5
Van Latimer	2
Beth Bjorkman	2
Dogyoon Song	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	On the distribution of the largest eigenvalue in principal components analysis	2001	Iain M. Johnstone	3
+ PDF Chat	Optimal estimation of a large-dimensional covariance matrix under Stein’s loss	2018	Olivier Ledoit Michael Wolf	2
+ PDF Chat	Analytical nonlinear shrinkage of large-dimensional covariance matrices	2020	Olivier Ledoit Michael Wolf	2
+	Optimal shrinkage of eigenvalues in the spiked covariance model	2018	David L. Donoho Matan Gavish Iain M. Johnstone	2
+ PDF Chat	High-Dimensional Probability	2018	Roman Vershynin	2
+	High-Dimensional Probability: An Introduction with Applications in Data Science	2018	Roman Vershynin	2
+ PDF Chat	Asymptotic Theory for Principal Component Analysis	1963	T. W. Anderson	2
+ PDF Chat	Eigenvectors of some large sample covariance matrix ensembles	2010	Olivier Ledoit Sandrine Péché	2
+	ASYMPTOTICS OF SAMPLE EIGENSTRUCTURE FOR A LARGE DIMENSIONAL SPIKED COVARIANCE MODEL	2007	Debashis Paul	2
+ PDF Chat	Fluctuations of Spiked Random Matrix Models and Failure Diagnosis in Sensor Networks	2012	Romain Couillet Walid Hachem	1
+	Distribution of the largest eigenvalue for real Wishart and Gaussian random matrices and a simple approximation for the Tracy–Widom distribution	2014	Marco Chiani	1
+	Continuous Univariate Distributions, Volume 1	1995	Felix Famoye	1
+ PDF Chat	Graph Spectra and the Detectability of Community Structure in Networks	2012	Raj Rao Nadakuditi M. E. J. Newman	1
+ PDF Chat	An Empirical Distribution Function for Sampling with Incomplete Information	1955	Miriam Ayer H. D. Brunk George M. Ewing Willam T. Reid Edward Silverman	1
+ PDF Chat	The accuracy of the Gaussian approximation to the sum of independent variates	1941	Andrew Berry	1
+ PDF Chat	Benchmark graphs for testing community detection algorithms	2008	Andrea Lancichinetti Santo Fortunato Filippo Radicchi	1
+	Algorithms for graph partitioning on the planted partition model	2001	Anne Condon Richard M. Karp	1
+	DISTRIBUTION OF EIGENVALUES FOR SOME SETS OF RANDOM MATRICES	1967	V A Marčenko L. А. Pastur	1
+ PDF Chat	A well-conditioned estimator for large-dimensional covariance matrices	2003	Olivier Ledoit Michael Wolf	1
+ PDF Chat	Phase transition of the largest eigenvalue for nonnull complex sample covariance matrices	2005	Jinho Baik Gérard Ben Arous Sandrine Péché	1
+ PDF Chat	A two-sample test for high-dimensional data with applications to gene-set testing	2010	Song Xi Chen Yingli Qin	1
+ PDF Chat	The largest eigenvalue of small rank perturbations of Hermitian random matrices	2005	Sandrine Péché	1
+ PDF Chat	A CLT on the SNR of Diagonally Loaded MVDR Filters	2012	Francisco R. Rubio Xavier Mestre Walid Hachem	1
+ PDF Chat	Finding and evaluating community structure in networks	2004	Michelle G. Newman Michelle Girvan	1
+	Estimation of Block-Toeplitz Covariance Matrices	2005	Daniel R. Fuhrmann T.A. Barton	1
+	Improved Estimation of Eigenvalues and Eigenvectors of Covariance Matrices Using Their Sample Estimates	2008	Xavier Mestre	1
+	Robust spiked random matrices and a robust G-MUSIC estimator	2015	Romain Couillet	1
+	Large dimensional analysis and optimization of robust shrinkage covariance matrix estimators	2014	Romain Couillet Matthew R. McKay	1
+ PDF Chat	Stochastic blockmodels and community structure in networks	2011	Brian Karrer M. E. J. Newman	1
+ PDF Chat	Detecting rich-club ordering in complex networks	2006	Vittoria Colizza Alessandro Flammini M. Ángeles Serrano Alessandro Vespignani	1
+ PDF Chat	Mixture models and exploratory analysis in networks	2007	M. E. J. Newman E. A. Leicht	1
+ PDF Chat	The Structure and Function of Complex Networks	2003	Michael Newman	1
+ PDF Chat	The Isotropic Semicircle Law and Deformation of Wigner Matrices	2013	Antti Knowles Jun Yin	1
+	Modularity and community structure in networks	2006	M. E. J. Newman	1
+ PDF Chat	The Rich-Club Phenomenon in the Internet Topology	2004	Shi Zhou Raúl J. Mondragón	1
+	A subspace estimator for fixed rank perturbations of large random matrices	2012	Walid Hachem Philippe Loubaton Xavier Mestre Jamal Najım Pascal Vallet	1
+ PDF Chat	Quadratic Vector Equations On Complex Upper Half-Plane	2019	Oskari Ajanki László Erdős Torben Krüger	1
+	Lectures on the local semicircle law for Wigner matrices	2016	Florent Benaych-Georges Antti Knowles	1
+ PDF Chat	LIMIT OF THE SMALLEST EIGENVALUE OF A LARGE DIMENSIONAL SAMPLE COVARIANCE MATRIX	2008	Zhidong Bai Yanqing Yin	1
+ PDF Chat	Level-spacing distributions and the Airy kernel	1994	Craig A. Tracy Harold Widom	1
+ PDF Chat	Community Detection and Stochastic Block Models	2018	Emmanuel Abbé	1
+ PDF Chat	A Unifying Framework for Adaptive Radar Detection in Homogeneous Plus Structured Interference— Part II: Detectors Design	2016	Domenico Ciuonzo Antonio De Maio Danilo Orlando	1
+	Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Tables	1965	D. B. Owen Milton Abramowitz Irene A. Stegun	1
+ PDF Chat	Improved spectral community detection in large heterogeneous networks	2018	Hafiz Tiomoko Ali Romain Couillet	1
+ PDF Chat	Optimal adaptivity of signed-polygon statistics for network testing	2021	Jiashun Jin Zheng Tracy Ke Shengming Luo	1
+ PDF Chat	Universality for general Wigner-type matrices	2016	Oskari Ajanki László Erdős Torben Krüger	1
+ PDF Chat	Limits of spiked random matrices I	2012	Alex Bloemendal Bálint Virág	1
+ PDF Chat	Hypothesis Testing for Automated Community Detection in Networks	2015	Peter J. Bickel Purnamrita Sarkar	1
+	On the stability of inverse problems	1943	Andreĭ Nikolaevich Tikhonov	1
+ PDF Chat	An adaptable generalization of Hotelling’s $T^{2}$ test in high dimension	2020	Haoran Li Alexander Aue Debashis Paul Jie Peng Pei Wang	1