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
Sergiy VorobyovProfessor of Signal Processing, Aalto UniversityVerified email at ieee.org
Christophe CrouxKU Leuven - Faculty of Economics and BusinessVerified email at kuleuven.be
Klaus NordhausenDepartment of Mathematics and Statistics, University of JyväskyläVerified email at jyu.fi
Frédéric PascalProfessor, L2S/CentraleSupélecVerified email at centralesupelec.fr
Elias RaninenNokia Bell LabsVerified email at nokia-bell-labs.com
Shahab BasiriSenior Research Scientist at Varian Medical SystemVerified email at aalto.fi
Michael MumaProf. Dr.-Ing., Technische Universität DarmstadtVerified email at tu-darmstadt.de
Nora OuzirParis-Saclay University, CentraleSupélecVerified email at centralesupelec.fr
Abdelhak M. ZoubirProfessor of Signal Processing, Technische Universität DarmstadtVerified email at spg.tu-darmstadt.de
Muhammad Naveed Tabassum, PhD.Nokia, FinlandVerified email at nokia.com
Sara TaskinenUniversity Lecturer, University of JyväskyläVerified email at jyu.fi
Daniel P. PalomarDepartment of Electronic & Computer Engineering, Department of Industrial Eng. & Decision AnalyticsVerified email at ust.hk
Peter GerstoftUC San DiegoVerified email at ucsd.edu
Christoph MecklenbräukerInstitute of Telecommunications, TU WienVerified email at tuwien.ac.at
Farshad G. VeshkiAalto University, FinlandVerified email at aalto.fi
Olli SilvenEmeritus Professor, Signal Processing Engineering, University of OuluVerified email at oulu.fi
Osmo TervonenProfessor of radiology, University of OuluVerified email at oulu.fi
Arnaud BreloyCNAMVerified email at lecnam.net

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	467	2012
Robust statistics for signal processing AM Zoubir, V Koivunen, E Ollila, M Muma Cambridge University Press, 2018	227	2018
On the circularity of a complex random variable E Ollila IEEE Signal Processing Letters 15, 841-844, 2008	196	2008
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	165	2012
Regularized -Estimators of Scatter Matrix E Ollila, DE Tyler IEEE Transactions on Signal Processing 62 (22), 6059-6070, 2014	121	2014
Essential statistics and tools for complex random variables J Eriksson, E Ollila, V Koivunen IEEE Transactions on signal processing 58 (10), 5400-5408, 2010	108	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	93	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	92	2003
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	91	2010
The deflation-based FastICA estimator: Statistical analysis revisited E Ollila IEEE transactions on Signal Processing 58 (3), 1527-1541, 2009	83	2009
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	73	2006
Generalized complex elliptical distributions E Ollila, V Koivunen Processing Workshop Proceedings, 2004 Sensor Array and Multichannel Signal …, 2004	66	2004
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	66	2002
Complex ICA using generalized uncorrelating transform E Ollila, V Koivunen Signal Processing 89 (4), 365-377, 2009	63	2009
Multimodal image fusion via coupled feature learning FG Veshki, N Ouzir, SA Vorobyov, E Ollila Signal Processing 200, 108637, 2022	62*	2022
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	50	2011
Shrinking the eigenvalues of M-estimators of covariance matrix E Ollila, DP Palomar, F Pascal IEEE Transactions on Signal Processing 69, 256-269, 2020	48	2020
Robust greedy algorithms for compressed sensing SA Razavi, E Ollila, V Koivunen 2012 Proceedings of the 20th European signal processing conference (EUSIPCO …, 2012	48	2012
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	48	2002
Statistics for complex random variables revisited J Eriksson, E Ollila, V Koivunen 2009 IEEE International Conference on Acoustics, Speech and Signal …, 2009	46	2009

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