version 1.30, 2019/12/03 23:19:40 |
version 1.34, 2022/08/21 21:47:08 |
Line 14 the Holonomic Gradient Descent Method (HGD) </h1> |
|
Line 14 the Holonomic Gradient Descent Method (HGD) </h1> |
|
|
|
<h2> Papers and Tutorials</h2> |
<h2> Papers and Tutorials</h2> |
<ol> |
<ol> |
|
<li> Nobuki Takayama, Takaharu Yaguchi, Yi Zhang, |
|
Comparison of Numerical Solvers for Differential Equations for Holonomic Gradient Method in Statistics, |
|
<a href="https://arxiv.org/abs/2111.10947"> arxiv:2111.10947 </a> |
|
|
|
<li> Shuhei Mano, Nobuki Takayama, |
|
Algebraic algorithm for direct sampling from toric models, |
|
<a href="https://arxiv.org/abs/2110.14992"> arxiv:2110.14992 </a> |
|
|
<li> M.Adamer, A.Lorincz, A.L.Sattelberger, B.Sturmfels, Algebraic Analysis of Rotation Data |
<li> M.Adamer, A.Lorincz, A.L.Sattelberger, B.Sturmfels, Algebraic Analysis of Rotation Data |
<a href="https://arxiv.org/abs/1912.00396"> arxiv: 1912.00396 </a> |
<a href="https://arxiv.org/abs/1912.00396"> arxiv: 1912.00396 </a> |
<li> |
<li> |
Line 23 D-Modules and Holonomic Functions |
|
Line 31 D-Modules and Holonomic Functions |
|
<li> |
<li> |
N.Takayama, L.Jiu, S.Kuriki, Y.Zhang, |
N.Takayama, L.Jiu, S.Kuriki, Y.Zhang, |
Computations of the Expected Euler Characteristic for the Largest Eigenvalue of a Real Wishart Matrix, |
Computations of the Expected Euler Characteristic for the Largest Eigenvalue of a Real Wishart Matrix, |
<a href="https://arxiv.org/abs/1903.10099"> arxiv:1903.10099 </a> |
<!-- |
|
<a href="https://arxiv.org/abs/1903.10099"> arxiv:1903.10099 </a> --> |
|
<a href="https://doi.org/10.1016/j.jmva.2020.104642"> jmva </a> |
<li> M.Harkonen, T.Sei, Y.Hirose, |
<li> M.Harkonen, T.Sei, Y.Hirose, |
Holonomic extended least angle regression, |
Holonomic extended least angle regression, |
<a href="https://arxiv.org/abs/1809.08190"> arxiv:1809.08190 </a> |
<a href="https://arxiv.org/abs/1809.08190"> arxiv:1809.08190 </a> |
Line 57 of complex non-central Wishart matrices, |
|
Line 67 of complex non-central Wishart matrices, |
|
<li> S.Mano, |
<li> S.Mano, |
The A-hypergeometric System Associated with the Rational Normal Curve and |
The A-hypergeometric System Associated with the Rational Normal Curve and |
Exchangeable Structures, |
Exchangeable Structures, |
|
<a href="http://doi.org/10.1214/17-EJS1361"> doi </a>, |
<a href="http://arxiv.org/abs/1607.03569"> arxiv:1607.03569 </a> |
<a href="http://arxiv.org/abs/1607.03569"> arxiv:1607.03569 </a> |
|
|
|
|
<li> M.Noro, |
<li> M.Noro, |
System of Partial Differential Equations for the Hypergeometric Function 1F1 of a Matrix Argument on Diagonal Regions, |
System of Partial Differential Equations for the Hypergeometric Function 1F1 of a Matrix Argument on Diagonal Regions, |
<a href="http://dl.acm.org/citation.cfm?doid=2930889.2930905"> ACM DL </a> |
<a href="http://dl.acm.org/citation.cfm?doid=2930889.2930905"> ACM DL </a> |
|
|
with a multivariate normal distribution, |
with a multivariate normal distribution, |
<a href="http://arxiv.org/abs/1512.06564"> arxiv:1512.06564 </a> |
<a href="http://arxiv.org/abs/1512.06564"> arxiv:1512.06564 </a> |
|
|
|
<li> N.Takayama, Holonomic Gradient Method (in Japanese, survey), |
|
<a href="http://www.math.kobe-u.ac.jp/HOME/taka/2015/hgm-dic.pdf"> |
|
hgm-dic.pdf </a> |
|
|
<li> N.Takayama, S.Kuriki, A.Takemura, |
<li> N.Takayama, S.Kuriki, A.Takemura, |
A-Hpergeometric Distributions and Newton Polytopes, |
A-Hpergeometric Distributions and Newton Polytopes, |
Line 273 maximal Likehood estimates for the Fisher-Bingham dist |
|
Line 288 maximal Likehood estimates for the Fisher-Bingham dist |
|
<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> |
|
|
<pre> $OpenXM: OpenXM/src/hgm/doc/ref-hgm.html,v 1.29 2019/10/31 01:53:51 takayama Exp $ </pre> |
<pre> $OpenXM: OpenXM/src/hgm/doc/ref-hgm.html,v 1.33 2021/12/13 04:40:21 takayama Exp $ </pre> |
</body> |
</body> |
</html> |
</html> |