Matrix Information Geometry
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17

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6

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Published By Springer Berlin Heidelberg

9783642302312, 9783642302329

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Information Geometry of Covariance Matrix: Cartan-Siegel Homogeneous Bounded Domains, Mostow/Berger Fibration and Fréchet Median

Matrix Information Geometry ◽

10.1007/978-3-642-30232-9_9 ◽

2012 ◽

pp. 199-255 ◽

Cited By ~ 59

Author(s):

Frédéric Barbaresco

Keyword(s):

Covariance Matrix ◽

Information Geometry ◽

Bounded Domains

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KV Cohomology in Information Geometry

Matrix Information Geometry ◽

10.1007/978-3-642-30232-9_4 ◽

2012 ◽

pp. 69-92 ◽

Cited By ~ 1

Author(s):

Michel Nguiffo Boyom ◽

Paul Mirabeau Byande

Keyword(s):

Information Geometry

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Exponential Barycenters of the Canonical Cartan Connection and Invariant Means on Lie Groups

Matrix Information Geometry ◽

10.1007/978-3-642-30232-9_7 ◽

2012 ◽

pp. 123-166 ◽

Cited By ~ 7

Author(s):

Xavier Pennec ◽

Vincent Arsigny

Keyword(s):

Lie Groups ◽

Cartan Connection ◽

Invariant Means

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Mining Matrix Data with Bregman Matrix Divergences for Portfolio Selection

Matrix Information Geometry ◽

10.1007/978-3-642-30232-9_15 ◽

2012 ◽

pp. 373-402 ◽

Cited By ~ 3

Author(s):

Richard Nock ◽

Brice Magdalou ◽

Eric Briys ◽

Frank Nielsen

Keyword(s):

Portfolio Selection

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Particle Filtering on Riemannian Manifolds. Application to Covariance Matrices Tracking

Matrix Information Geometry ◽

10.1007/978-3-642-30232-9_17 ◽

2012 ◽

pp. 427-449 ◽

Cited By ~ 2

Author(s):

Hichem Snoussi

Keyword(s):

Riemannian Manifolds ◽

Particle Filtering ◽

Covariance Matrices

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Jensen Divergence-Based Means of SPD Matrices

Matrix Information Geometry ◽

10.1007/978-3-642-30232-9_6 ◽

2012 ◽

pp. 111-122 ◽

Cited By ~ 1

Author(s):

Frank Nielsen ◽

Meizhu Liu ◽

Baba C. Vemuri

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Supremum/Infimum and Nonlinear Averaging of Positive Definite Symmetric Matrices

Matrix Information Geometry ◽

10.1007/978-3-642-30232-9_1 ◽

2012 ◽

pp. 3-33 ◽

Cited By ~ 3

Author(s):

Jesús Angulo

Keyword(s):

Positive Definite ◽

Symmetric Matrices

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Derivatives of Multilinear Functions of Matrices

Matrix Information Geometry ◽

10.1007/978-3-642-30232-9_5 ◽

2012 ◽

pp. 93-109

Author(s):

Priyanka Grover

Keyword(s):

Multilinear Functions ◽

Derivatives Of

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On the Use of Matrix Information Geometry for Polarimetric SAR Image Classification

Matrix Information Geometry ◽

10.1007/978-3-642-30232-9_10 ◽

2012 ◽

pp. 257-276 ◽

Cited By ~ 9

Author(s):

Pierre Formont ◽

Jean-Philippe Ovarlez ◽

Frédéric Pascal

Keyword(s):

Image Classification ◽

Information Geometry ◽

Sar Image ◽

Polarimetric Sar

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Learning Mixtures by Simplifying Kernel Density Estimators

Matrix Information Geometry ◽

10.1007/978-3-642-30232-9_16 ◽

2012 ◽

pp. 403-426 ◽

Cited By ~ 5

Author(s):

Olivier Schwander ◽

Frank Nielsen

Keyword(s):

Kernel Density ◽

Kernel Density Estimators ◽

Density Estimators

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