Jose Israel Rodriguez
jo dot ro at berkeley dot edu
743 Evans Hall
Research and Writings
Maximum likelihood for dual varieties. To appear in SNC 2014 Conference Proceedings. In this paper, MLE for statistical models with discrete data is studied from an algebraic statistics viewpoint. A reformulation of the MLE problem in terms of dual varieties and conormal varieties will be given. With this description, the dual likelihood equations and the dual MLE problem are defined. We show that solving the dual MLE problem yields solutions to the MLE problem, so we can solve the MLE problem without ever determining the defining equations of the model.
Maximum likelihood geometry in the presence of data zeros. To appear in ISSAC 2014 Conference Proceedings. We consider discrete algebraic statistical models and study the solutions to the likelihood equations when the data contain zeros. Focusing on sampling and model zeros, we show that, in these cases, the solutions to the likelihood equations are contained in a previously studied variety, the likelihood correspondence. The number of these solutions give a lower bound on the ML degree, and the problem of finding critical points to the likelihood function can be partitioned into computationally easier problems involving sampling and model zeros.Bertini for Macaulay2. Submitted. Numerical algebraic geometry is the field of computational mathematics concerning the numerical solution of polynomial systems of equations. Bertini, a popular software package for computational applications of this field, includes implementations of a variety of algorithms based on polynomial homotopy continuation. The Macaulay2 package Bertini.m2 provides an interface to Bertini. Maximum Likelihood Duality for Determinantal Varieties. Int Math Res Notices (2013)
We prove that the maximum-likelihood degree of the variety of rank-r matrices equals that of the variety of co-rank (r-1)-matrices; and also establish variants for symmetric and skew-symmetric matrices. Maximum Likelihood for Matrices with Rank Constraints. To appear in Journal of Algebraic Statistics. We use numerical algebraic geometry to find maximum likelihood degrees of determinantal varieties and show these techniques can be useful for statisticians.
Combinatorial Excess Intersection. Submitted.
A novel method for the solution of the forward displacement problem of spherical parallel manipulators.
ZAMM Z. Angew. Math. Mech. 93 (2013), no. 1, 73–82.
Bounding The Degree of Belyi Polynomials. J. Number Theory vol. 133 (2013), no. 9, 2892–2900.
How to E-mail a Riemann Surface. An exposition for Bernd Sturmfels' class on algebraic curves.Supplementary Materials
In May 2014 I graduated from UC Berkeley with a PhD in mathematics. My thesis is titled Numerical algebraic geometry for maximum likelihood estimation, and my advisor was Bernd Sturmfels. This summer I will be in Korea partipating in the 2014 NIMS thematic program on applied algebraic geometry. This fall I will begin an NSF postdoc working with Jonathan Hauenstein. My interests are in applied algebraic geometry. In particular, I am interested in solving systems of polynomial equations numerically.Books I like A Royal Road to Algebraic Geometry Professor Serganova (Fall 2013): Techniques of integration; applications of integration. Infinite sequences and series. First-order ordinary differential equations. Second-order ordinary differential equations; oscillation and damping; series solutions of ordinary differential equations. Sections of Math 1B with Professor Christ (Spring 2013): Techniques of integration; applications of integration. Infinite sequences and series. First-order ordinary differential equations. Second-order ordinary differential equations; oscillation and damping; series solutions of ordinary differential equations. Berkeley Science Network The UC Berkeley McNair Scholars Program Software Resources Lyx
- (October 2014) Computational Algebraic Geometry and Applications in Science and Engineering Special Section, AMS Fall Western Sectional Meeting, SS17A.
- (August 2014) ICMS 2014 Session: Software for Numerical Algebraic Geometry, Hanyang University, Seoul, Korea.
- (July 2014) Symbolic Numeric Computation 2014, East China Normal University, Shanghai, China.
- (July 2014) International Symposium on Symbolic and Algebraic Computation 2014, Kobe, Japan.
- (June 2014) Algebraic Geometry Seminar, Korea Institute for Advanced Study, Seoul, Korea.
- (June 2014) Optimization and Algebraic Geometry, NIMS at Daejeon, South Korea.
- (May 2014) Applied Algebra Days 2, Univeristy of Madison at Wisconsin.
- (April 2014) Tropical April, Univeristy of California at Berkeley.
- (April 2014) Algebraic Statistics Seminar, Illinois Institute of Technology.
- (March 2014) Algebraic Statistics Seminar, University of California at Berkeley.
- (August 2013) Symbolic Computation Seminar, North Carolina State University.
- (August 2013) Algebra Seminar, Georgia Institute of Technology, Atlanta.
- (August 2013) SIAM Conference of Applied Algebraic Geometry , Colorado State University.
- (July 2013) Computational Algebra Seminar, Max Planck Institute for Mathematics, Bonn.
- (July 2013) Algebra Seminar, Universitat des Saarlandes.
- (July 2013) Discrete Mathematics Seminar, Goethe-Universitat.
- (July 2013) Algebra Seminar, Universitat Konstanz.
- (June 2013) Effective Methods in Algebraic Geometry, Goethe-Universitat.
- (April 2013) Graduate Student Combinatorics Conference, University of Minnesota, Twin Cities.
- (March 2013) Math/ICES Center of Numerical Analysis Seminar, University of Texas at Austin.
- (March 2013) Colloquium, Sam Houston State University.
- (March 2013) AVID Program Seminar, Grand Prairie High School.
- (March 2013) SIAM Student Chapter Seminar, Texas Tech University.
- (March 2013) Colloquium, Southern Methodist University.
- (March 2013) Algebraic Statistics Workshop, University of California at Berkeley.
- (March 2013) AGC Seminar, San Francisco State University.
- (March 2013) Algebra and Discrete Mathematics, University of California at Davis.
- (February 2013) SIAM Student Chapter Seminar, University of California at Berkeley.
- (February 2013) FRAGMENT Seminar, Colorado State University.
- (February 2013) Colloquium, University of Colorado at Boulder.
Quick Links Fields Institute for Research in Mathematical Sciences