Frank Nielsen

Type Titre Groupes Tous les termes
Fichier Information geometry: Dualistic manifold structures and their uses CT GSI Geometric Sciences of Information Frank Nielsen, Information
Fichier An elementary introduction to information geometry CT GSI Geometric Sciences of Information affine connection, Bayesian hypothesis testing, conjugate connections, curvature and flatness, Differential geometry, dual metric-compatible parallel transport, dually flat manifolds, exponential family, Fisher-Rao distance, Frank Nielsen, Information, information manifold, metric compatibility, metric tensor, mixture clustering, mixture family, parameter divergence, separable divergence, statistical di- vergence, statistical invariance, statistical manifold
Fichier k-Means Clustering with Hölder divergences GSI2017 Frank Nielsen, Ke Sun, Stéphane Marchand-Maillet
Fichier On the Error Exponent of a Random Tensor with Orthonormal Factor Matrices GSI2017 Frank Nielsen, Rémy Boyer
Fichier Bregman divergences from comparative convexity GSI2017 Bregman divergence, conformal divergence, convexity, Frank Nielsen, quasi-arithmetic weighted mean, regular mean, Richard Nock, skew Jensen divergence
Segment session Computational Information Geometry (chaired by Frank Nielsen, Olivier Schwander) GSI2017 Frank Nielsen, Olivier Schwander
Segment Opening and closing sessions (chaired by Frédéric Barbaresco, Frank Nielsen, Silvère Bonnabel) GSI2017 Frank Nielsen, Frédéric Barbaresco, Silvère Bonnabel
Fichier GSI'17-Closing session CT ISIC Ingéniérie des systèmes d'information et de communications , CT GSI Geometric Sciences of Information, GSI2017 Frank Nielsen, Frédéric Barbaresco, Silvère Bonnabel, Présentation
Fichier GSI'17 Opening session CT ISIC Ingéniérie des systèmes d'information et de communications , CT GSI Geometric Sciences of Information, GSI2017 Frank Nielsen, Frédéric Barbaresco, Silvère Bonnabel, Présentation
Fichier Bag-of-components an online algorithm for batch learning of mixture models GSI2015 Frank Nielsen, Olivier Schwander, Présentation
Fichier TS-GNPR Clustering Random Walk Time Series GSI2015 Frank Nielsen, Gautier Marti, Philippe Donnat, Philippe Very, Présentation
Fichier Online k-MLE for mixture modeling with exponential families GSI2015 Christophe Saint-Jean, Frank Nielsen, k-MLE Wishart distribution, Mixture modeling, Online learning, Présentation
Fichier Approximating Covering and Minimum Enclosing Balls in Hyperbolic Geometry GSI2015 Frank Nielsen, Gaëtan Hadjeres, Présentation
Segment Computational Information Geometry (chaired by Frank Nielsen, Paul Marriott) GSI2015 Frank Nielsen, Paul Marriott
Segment Keynote speach Marc Arnaudon (chaired by Frank Nielsen) GSI2015 Frank Nielsen
Segment Oral session 6 Foundations and Geometry (John Skilling, Frank Nielsen, Ariel Caticha) MaxEnt 2014 Ariel Caticha, Frank Nielsen, John Skilling
Segment Oral session 5 Bayesian inference (Frank Nielsen, John Skilling, Romke Brontekoe) MaxEnt 2014 Frank Nielsen, John Skilling, Romke Brontekoe
Segment Oral session 3 Information geometry (Ariel Caticha, Steeve Zozor, Frank Nielsen) MaxEnt 2014 Ariel Caticha, Frank Nielsen, Steeve Zozor
Segment Tutorial session 2 (Frank Nielsen, Ariel Caticha, Ken H. Knuth) MaxEnt 2014 Ariel Caticha, Frank Nielsen, Ken H. Knuth
Fichier A new implementation of k-MLE for mixture modelling of Wishart distributions GSI2013 - Geometric Science of Information Christophe Saint-Jean, Frank Nielsen, Présentation
Fichier Hypothesis testing, information divergence and computational geometry GSI2013 - Geometric Science of Information Frank Nielsen, Présentation
Segment ORAL SESSION 6 Computational Information Geometry (Frank Nielsen) GSI2013 - Geometric Science of Information Frank Nielsen
Fichier lncs_8085_cover.pdf GSI2013 - Geometric Science of Information Frank Nielsen, Frédéric Barbaresco
Livre Geometric Science of Information - GSI 2013 Proceedings GSI2013 - Geometric Science of Information Frank Nielsen, Frédéric Barbaresco, Ouvrages non vendus par La SEE, Produits non vendus
Syndiquer le contenu