activity
20092013
most citedHolonomic Gradient Descent for the Fisher-Bingham Distribution on the -dimensional Sphere

7 citations · 18 across the 6 of their papers we have counts for

collaborators

8 papers

math.AC2013★ 5 cited

Many toric ideals generated by quadratic binomials possess no quadratic Gröbner bases

Takayuki Hibi, Kenta Nishiyama, Hidefumi Ohsugi +1

Let be a finite connected simple graph and the toric ideal of the edge ring of . In the present paper, we study finite graphs with the property that $I_{G…

math.CA2012★ 2 cited

Pfaffian Systems of A-Hypergeometric Equations I: Bases of Twisted Cohomology Groups

Takayuki Hibi, Kenta Nishiyama, Nobuki Takayama

This is the third revision. We study bases of Pfaffian systems for -hypergeometric system. Gröbner deformations give bases. These bases also give those for twisted cohomology gr…

math.CA2012★ 2 cited

The Holonomic Rank of the Fisher-Bingham System of Differential Equations

Tamio Koyama, Hiromasa Nakayama, Kenta Nishiyama +1

The Fisher-Bingham system is a system of linear partial differential equations satisfied by the Fisher-Bingham integral for the -dimensional sphere . The system is given in…

math.ST2012★ 7 cited

Holonomic Gradient Descent for the Fisher-Bingham Distribution on the -dimensional Sphere

Tamio Koyama, Hiromasa Nakayama, Kenta Nishiyama +1

We propose an accelerated version of the holonomic gradient descent and apply it to calculating the maximum likelihood estimate (MLE) of the Fisher-Bingham distribution on a -di…

math.CA2010

Incomplete Hypergeometric Systems Associated to 1-Simplex (n-1)-Simplex

Kenta Nishiyama

The A-hypergeometric system was introduced by Gel'fand, Kapranov and Zelevinsky in the 1980's. Among several classes of A-hypergeometric functions, those for 1-simplex (n-…

cs.SC2010

Holonomic Gradient Descent and its Application to Fisher-Bingham Integral

Tomonari Sei, Nobuki Takayama, Akimichi Takemura +4

We give a new algorithm to find local maximum and minimum of a holonomic function and apply it for the Fisher-Bingham integral on the sphere , which is used in the directional…