Esa Ollila

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Visa KoivunenAalto Distinguished Professor, Aalto UniversityVerified email at aalto.fi
HV PoorMichael Henry Strater University Professor, Princeton UniversityVerified email at princeton.edu
Christophe CrouxEdhec Business SchoolVerified email at edhec.edu
Klaus NordhausenDepartment of Mathematics and Statistics, University of JyväskyläVerified email at jyu.fi
Sergiy A. VorobyovProfessor of Signal Processing, Aalto UniversityVerified email at aalto.fi
Shahab BasiriResearch Scientist at Varian Medical SystemVerified email at aalto.fi
Muhammad Naveed Tabassum, PhD.Nokia, FinlandVerified email at nokia.com
Frédéric PascalProfessor, L2S/CentraleSupélecVerified email at centralesupelec.fr
Michael MumaDr.-Ing., Techinische Universität DarmstadtVerified email at spg.tu-darmstadt.de
Sara TaskinenUniversity Lecturer, University of JyväskyläVerified email at jyu.fi
Abdelhak M. ZoubirProfessor of Signal Processing, Technische Universität DarmstadtVerified email at spg.tu-darmstadt.de
Daniel P. PalomarDepartment of Electronic & Computer Engineering, Department of Industrial Engineering & DecisionVerified email at ust.hk
Olli SilvenProfessor, Signal Processing Engineering, University of OuluVerified email at oulu.fi
Osmo TervonenProfessor of radiology, University of OuluVerified email at oulu.fi
Nora OuzirCentraleSupélecVerified email at centralesupelec.fr
Alireza RazaviSenior AI engineerVerified email at scania.com
Abhijit MandalAssistant Professor, University of Texas at El PasoVerified email at utep.edu
Christian F. BeckmannRadboud University Medical Centre Nijmegen, Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Tulay AdaliDistinguished University Professor, University of Maryland, Baltimore CountyVerified email at umbc.edu
Farshad G. VeshkiAalto University, FinlandVerified email at aalto.fi

Esa Ollila

Associate Professor (tenured), Aalto University

Verified email at aalto.fi - Homepage

High-dimensional statistics Data science Statistical signal processing


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Complex elliptically symmetric distributions: Survey, new results and applications E Ollila, DE Tyler, V Koivunen, HV Poor IEEE Transactions on signal processing 60 (11), 5597-5625, 2012	387	2012
On the circularity of a complex random variable E Ollila IEEE Signal Processing Letters 15, 841-844, 2008	180	2008
Robust statistics for signal processing AM Zoubir, V Koivunen, E Ollila, M Muma Cambridge University Press, 2018	133	2018
Compound-Gaussian clutter modeling with an inverse Gaussian texture distribution E Ollila, DE Tyler, V Koivunen, HV Poor IEEE Signal Processing Letters 19 (12), 876-879, 2012	122	2012
Essential statistics and tools for complex random variables J Eriksson, E Ollila, V Koivunen IEEE Transactions on signal processing 58 (10), 5400-5408, 2010	96	2010
Regularized -Estimators of Scatter Matrix E Ollila, DE Tyler IEEE Transactions on Signal Processing 62 (22), 6059-6070, 2014	95	2014
Complex elliptically symmetric random variables—generation, characterization, and circularity tests E Ollila, J Eriksson, V Koivunen IEEE Transactions on Signal Processing 59 (1), 58-69, 2010	84	2010
A new performance index for ICA: properties, computation and asymptotic analysis P Ilmonen, K Nordhausen, H Oja, E Ollila International Conference on Latent Variable Analysis and Signal Separation …, 2010	83	2010
Robust antenna array processing using M-estimators of pseudo-covariance E Ollila, V Koivunen 14th IEEE Proceedings on Personal, Indoor and Mobile Radio Communications …, 2003	83	2003
The deflation-based FastICA estimator: Statistical analysis revisited E Ollila IEEE transactions on Signal Processing 58 (3), 1527-1541, 2009	77	2009
Complex ICA using generalized uncorrelating transform E Ollila, V Koivunen Signal Processing 89 (4), 365-377, 2009	63	2009
Sign and rank covariance matrices: statistical properties and application to principal components analysis C Croux, E Ollila, H Oja Statistical data analysis based on the L1-norm and related methods, 257-269, 2002	62	2002
Generalized complex elliptical distributions E Ollila, V Koivunen Processing Workshop Proceedings, 2004 Sensor Array and Multichannel Signal …, 2004	61	2004
Influence functions and efficiencies of the canonical correlation and vector estimates based on scatter and shape matrices S Taskinen, C Croux, A Kankainen, E Ollila, H Oja Journal of Multivariate Analysis 97 (2), 359-384, 2006	60	2006
On the performance indices of ICA and blind source separation K Nordhausen, E Ollila, H Oja 2011 IEEE 12th International Workshop on Signal Processing Advances in …, 2011	46	2011
Robust greedy algorithms for compressed sensing SA Razavi, E Ollila, V Koivunen 2012 Proceedings of the 20th European signal processing conference (EUSIPCO …, 2012	43	2012
Complex-valued ICA based on a pair of generalized covariance matrices E Ollila, H Oja, V Koivunen Computational Statistics & Data Analysis 52 (7), 3789-3805, 2008	43	2008
Estimates of regression coefficients based on the sign covariance matrix E Ollila, H Oja, TP Hettmansperger Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2002	43	2002
Compact Cramér–Rao bound expression for independent component analysis E Ollila, HJ Kim, V Koivunen IEEE Transactions on Signal Processing 56 (4), 1421-1428, 2008	40	2008
Influence functions for array covariance matrix estimators E Ollila, V Koivunen IEEE Workshop on Statistical Signal Processing, 2003, 462-465, 2003	39	2003

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