version 1.31, 2020/06/11 22:39:10 |
version 1.33, 2021/12/13 04:40:21 |
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> |
|
|
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 275 maximal Likehood estimates for the Fisher-Bingham dist |
|
Line 286 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 1.30 2019/12/03 23:19:40 takayama Exp $ </pre> |
<pre> $OpenXM: OpenXM/src/hgm/doc/ref-hgm.html,v 1.32 2020/08/24 23:24:27 takayama Exp $ </pre> |
</body> |
</body> |
</html> |
</html> |