Frobenius Norm Regularization for the Multivariate Von Mises Distribution
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Concha Bielza | Pedro Larrañaga | Luis Rodriguez-Lujan | C. Bielza | P. Larrañaga | Luis Rodriguez-Lujan
[1] Claus Bahlmann,et al. Directional features in online handwriting recognition , 2006, Pattern Recognit..
[2] Modeling farmer adaptations to climate change in South America: a micro-behavioral economic perspective , 2016, Environmental and Ecological Statistics.
[3] Fernando Pérez-Cruz,et al. Kullback-Leibler divergence estimation of continuous distributions , 2008, 2008 IEEE International Symposium on Information Theory.
[4] G. Ascoli,et al. NeuroMorpho.Org: A Central Resource for Neuronal Morphologies , 2007, The Journal of Neuroscience.
[5] Hetunandan Kamisetty,et al. The von Mises Graphical Model: Regularized Structure and Parameter Learning (CMU-CS-11-129/CMU-CB-11-101) , 2011 .
[6] Harshinder Singh,et al. Probabilistic model for two dependent circular variables , 2002 .
[7] R. Fisher. Dispersion on a sphere , 1953, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.
[8] Rita Cucchiara,et al. People Orientation Recognition by Mixtures of Wrapped Distributions on Random Trees , 2012, ECCV.
[9] Kanti V. Mardia,et al. A multivariate von mises distribution with applications to bioinformatics , 2008 .
[10] Mohd Talib Latif,et al. Fitting a mixture of von Mises distributions in order to model data on wind direction in Peninsular Malaysia , 2013 .
[11] N. Fisher,et al. Efficient Simulation of the von Mises Distribution , 1979 .
[12] Kanti V. Mardia,et al. Mixtures of concentrated multivariate sine distributions with applications to bioinformatics , 2012 .
[13] F. Lagona. Regression analysis of correlated circular data based on the multivariate von Mises distribution , 2016, Environmental and Ecological Statistics.
[14] Su-In Lee,et al. Learning graphical models with hubs , 2014, J. Mach. Learn. Res..
[15] S. R. Jammalamadaka,et al. Directional Statistics, I , 2011 .
[16] Michael I. Jordan,et al. An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators , 2008, ICML '08.
[17] J. Jacobs,et al. Regional dendritic and spine variation in human cerebral cortex: a quantitative golgi study. , 2001, Cerebral cortex.
[18] Shogo Kato,et al. An extended family of circular distributions related to wrapped Cauchy distributions via Brownian motion , 2013, 1302.0098.
[19] Janez Demsar,et al. Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..
[20] A. Borst. The theoretical foundation of dendritic function edited by I. Segev, J. Rinzel and G.M. Shepherd, The MIT Press, 1995. $55.00 (vii + 465 pages) ISBN 0 262 19356 6 , 1995, Trends in Neurosciences.
[21] S. R. Jammalamadaka,et al. The generalized von Mises distribution , 2007 .
[22] Concha Bielza,et al. Regularized Multivariate von Mises Distribution , 2015, CAEPIA.
[23] J. Besag. Statistical Analysis of Non-Lattice Data , 1975 .
[24] H. Qi,et al. An augmented Lagrangian dual approach for the H-weighted nearest correlation matrix problem , 2011 .
[25] A. Gelfand,et al. Directional data analysis under the general projected normal distribution. , 2013, Statistical methodology.
[26] A. Messac,et al. A Multivariate and Multimodal Wind Distribution model , 2013 .
[27] James G. King,et al. Reconstruction and Simulation of Neocortical Microcircuitry , 2015, Cell.
[28] Nicholas I. Fisher,et al. Statistical Analysis of Circular Data , 1993 .
[29] Inderjit S. Dhillon,et al. Clustering on the Unit Hypersphere using von Mises-Fisher Distributions , 2005, J. Mach. Learn. Res..
[30] Daniel T. Haydon,et al. Assessing the impact of marine wind farms on birds through movement modelling , 2012, Journal of The Royal Society Interface.
[31] F. Breidt,et al. The General Projected Normal Distribution of Arbitrary Dimension: Modeling and Bayesian Inference , 2017 .
[32] James G. King,et al. The neocortical microcircuit collaboration portal: a resource for rat somatosensory cortex , 2015, Front. Neural Circuits.
[33] Anja Vogler,et al. An Introduction to Multivariate Statistical Analysis , 2004 .
[34] Jeffrey A. Fessler. Mean and variance of implicitly defined biased estimators (such as penalized maximum likelihood): applications to tomography , 1996, IEEE Trans. Image Process..
[35] C. Anderson‐Cook,et al. An Introduction to Multivariate Statistical Analysis (3rd ed.) (Book) , 2004 .
[36] Kanti V. Mardia,et al. Some Fundamental Properties of a Multivariate von Mises Distribution , 2011, 1109.6042.
[37] Jorge Nocedal,et al. Algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound-constrained optimization , 1997, TOMS.
[38] John K Kruschke,et al. Bayesian data analysis. , 2010, Wiley interdisciplinary reviews. Cognitive science.
[39] P. Bickel,et al. Regularized estimation of large covariance matrices , 2008, 0803.1909.
[40] J. DeFelipe,et al. Chronic cocaine treatment alters dendritic arborization in the adult motor cortex through a CB1 cannabinoid receptor–dependent mechanism , 2007, Neuroscience.
[41] Ramon C. Littell,et al. Projected multivariate linear models for directional data , 1998 .
[42] A. Brix. Bayesian Data Analysis, 2nd edn , 2005 .