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Line 12 the Holonomic Gradient Descent Method (HGD) </h1> |
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Line 12 the Holonomic Gradient Descent Method (HGD) </h1> |
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<h2> Papers and Tutorials</h2> |
<h2> Papers and Tutorials</h2> |
<ol> |
<ol> |
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<li> M.Harkonen, T.Sei, Y.Hirose, |
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Holonomic extended least angle regression, |
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<a href="https://arxiv.org/abs/1809.08190"> arxiv:1809.08190 </a> |
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<li> S.Mano, |
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Partitions, Hypergeometric Systems, and Dirichlet Processes in Statistics, |
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<a href="https://www.springer.com/jp/book/9784431558866"> |
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JSS Research Series in Statistics</a>, 2018. |
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<li> A.Kume, T.Sei, |
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On the exact maximum likelihood inference of Fisher–Bingham distributions using an adjusted holonomic gradient method, |
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<a href="https://doi.org/10.1007/s11222-017-9765-3"> doi </a> (2018) |
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<li> Yoshihito Tachibana, Yoshiaki Goto, Tamio Koyama, Nobuki Takayama, |
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Holonomic Gradient Method for Two Way Contingency Tables, |
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<a href="https://arxiv.org/abs/1803.04170"> arxiv:1803.04170 </a> |
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<li> F.H.Danufane, K.Ohara, N.Takayama, C.Siriteanu, |
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Holonomic Gradient Method-Based CDF Evaluation for the Largest Eigenvalue of a Complex Noncentral Wishart Matrix |
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(Title of the version 1: Holonomic Gradient Method for the Distribution Function of the Largest Root of Complex Non-central Wishart Matrices), |
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<a href="https://arxiv.org/abs/1707.02564"> arxiv:1707.02564 </a> |
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<li> T.Koyama, |
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An integral formula for the powered sum of the independent, identically and normally distributed random variables, |
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<a href="https://arxiv.org/abs/1706.03989"> arxiv:1706.03989 </a> |
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<li> H.Hashiguchi, N.Takayama, A.Takemura, |
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Distribution of Ratio of two Wishart Matrices and Evaluation of Cumulative Probability |
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by Holonomic Gradient Method, |
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<a href="https://arxiv.org/abs/1610.09187"> arxiv:1610.09187 </a> |
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<li> R.Vidunas, A.Takemura, |
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Differential relations for the largest root distribution |
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of complex non-central Wishart matrices, |
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<a href="http://arxiv.org/abs/1609.01799"> arxiv:1609.01799 </a> |
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<li> S.Mano, |
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The A-hypergeometric System Associated with the Rational Normal Curve and |
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Exchangeable Structures, |
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<a href="http://arxiv.org/abs/1607.03569"> arxiv:1607.03569 </a> |
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<li> M.Noro, |
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System of Partial Differential Equations for the Hypergeometric Function 1F1 of a Matrix Argument on Diagonal Regions, |
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<a href="http://dl.acm.org/citation.cfm?doid=2930889.2930905"> ACM DL </a> |
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<li> Y.Goto, K.Matsumoto, |
<li> Y.Goto, K.Matsumoto, |
Pfaffian equations and contiguity relations of the hypergeometric function of type (k+1,k+n+2) and their applications, |
Pfaffian equations and contiguity relations of the hypergeometric function of type (k+1,k+n+2) and their applications, |
<a href="http://arxiv.org/abs/1602.01637"> arxiv:1602.01637 </a> |
<a href="http://arxiv.org/abs/1602.01637"> arxiv:1602.01637 </a> |
Line 31 A-Hpergeometric Distributions and Newton Polytopes, |
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Line 70 A-Hpergeometric Distributions and Newton Polytopes, |
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Normalizing Kernels in the Billera-Holmes-Vogtmann Treespace, |
Normalizing Kernels in the Billera-Holmes-Vogtmann Treespace, |
<a href="http://arxiv.org/abs/1506.00142"> arxiv:1506.00142 </a> |
<a href="http://arxiv.org/abs/1506.00142"> arxiv:1506.00142 </a> |
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<li> C.Siriteanu, A.Takemura, C.Koutschan, S.Kuriki, D.St.P.Richards, H.Sin, |
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Exact ZF Analysis and Computer-Algebra-Aided Evaluation |
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in Rank-1 LoS Rician Fading, |
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<a href="http://arxiv.org/abs/1507.07056"> arxiv:1507.07056 </a> |
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<li> K.Ohara, N.Takayama, |
<li> K.Ohara, N.Takayama, |
Pfaffian Systems of A-Hypergeometric Systems II --- |
Pfaffian Systems of A-Hypergeometric Systems II --- |
Holonomic Gradient Method, |
Holonomic Gradient Method, |
Line 81 Holonomic Modules Associated with Multivariate Normal |
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Line 125 Holonomic Modules Associated with Multivariate Normal |
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Pfaffian Systems of A-Hypergeometric Equations I, |
Pfaffian Systems of A-Hypergeometric Equations I, |
Bases of Twisted Cohomology Groups, |
Bases of Twisted Cohomology Groups, |
<a href="http://arxiv.org/abs/1212.6103"> arxiv:1212.6103 </a> |
<a href="http://arxiv.org/abs/1212.6103"> arxiv:1212.6103 </a> |
(major revision v2 of arxiv:1212.6103) |
(major revision v2 of arxiv:1212.6103). |
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Accepted version is at |
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<a href="http://dx.doi.org/10.1016/j.aim.2016.10.021"> DOI </a> |
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<li> <img src="./wakaba01.png" alt="Intro"> |
<li> <img src="./wakaba01.png" alt="Intro"> |
<a href="http://link.springer.com/book/10.1007/978-4-431-54574-3"> |
<a href="http://link.springer.com/book/10.1007/978-4-431-54574-3"> |
Line 215 maximal Likehood estimates for the Fisher-Bingham dist |
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Line 261 maximal Likehood estimates for the Fisher-Bingham dist |
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<li> <a href="http://www.math.kobe-u.ac.jp/OpenXM/Math/Fisher-Bingham-2"> d-dimensional Fisher-Bingham System </a> |
<li> <a href="http://www.math.kobe-u.ac.jp/OpenXM/Math/Fisher-Bingham-2"> d-dimensional Fisher-Bingham System </a> |
</ol> |
</ol> |
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