## Upcoming

- Symbolic and Numerical Methods for Tensors and Representation Theory, Simons Institute, Berkeley, 17-20 November 2014.
- Other uncertainty models, Celebrating 10 Years of Categorical Quantum Mechanics, Oxford, 15-19 October 2014.

## Past

- Modern Applications of Representation Theory IMA PI Summer School, University of Chicago, 20 July- 6 August 2014. Includes videos of all lectures in the three-week summer school.
- When does a mixture of products contain a product of mixtures? Algebraic Statistics 2014, IIT Chicago, 5/19-22/2014.
- Belief propagation in monoidal categories, Quantum Physics and Logic (QPL) 2014, Kyoto University, Kyoto, Japan, 6/4-6/2014.
- Monoidal Categories for Belief Propagation and Lattice Probabilities, AFRL Working Group on Lattice-Theoretic and Category-Theoretic Foundations of Probability Theory, Wright Brothers Institute, Dayton, Ohio 5/27-28/2014.
- Algorithms for wide area situational awareness (II), Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio 11/13/2013.
- Algorithms for wide area situational awareness (I), Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio 4/10/2013.
- Geometry of Tensor Networks, Algebraic Geometry Seminar, Department of Mathematics, University of Chicago, Chicago, Illinois 4/9/2013.
- Quantum and Classical Tensor Networks, Department of Mathematics Colloquium, University of California, San Diego 12/4/2012.
- Introduction to algebraic geometry for physicists and computer scientists, Tensor Network States and Algebraic Geometry Conference, ISI Foundation, Turin, Italy 11/6-7/2012.
- Quantum and Classical Tensor Networks, Department of Mathematics Colloquium, University of Southern California, 10/10/2012.
- Quantum and classical tensor networks, Tensors and their Geometry in High Dimensions Workshop, U.C. Berkeley, 9/29/2012.
- Geometry of revolutionary information processing systems, DARPA, Arlington VA, 8/1/2012.
- Mathematical explorations of deep learning, DARPA Deep Learning Meeting, Arlington, VA 7/25/2012.
- Algebraic and geometric approaches to deep learning (3 talks). Graduate Summer School: Deep Learning, Feature Learning, IPAM, University of California Los Angeles, 7/19-20/2012.
- Quantum and Classical Tensor Networks, Naval Research Laboratory, Washington, D.C. 6/21/2012.
- Quantum and Classical Tensor Networks, ISI Foundation Colloquium, Turin, Italy 5/15/2012.
- Tensor Networks in Algebraic Geometry and Statistics, Centro de Ciencias de Benasque Pedro Pascual, Benasque, Spain 5/10/2012.
- Applied Algebraic Geometry, DARPA Mathematics Summit, Lake Tahoe 2/21-23/12.
- Pfaffian circuits, SSC Seminar, Departments of Mathematics, Statistics, and Computer Science, University of Chicago, 1/6/12.
- Graphical models as monoidal categories, MAA session on Algebraic Statistics at the Joint Mathematics Meeting, Boston, Massachusetts, 1/4/12.
- Holographic algorithms without matchgates, Centre for Quantum Technologies, Singapore, 11/15/11.
- Geometry of deep belief networks, Minisymposium on Graphical Statistical Models, SIAM Conference on Applied Algebraic Geometry, North Carolina State University, 10/6-9, 2011.
- Geometry of Hierarchical Learning, Penn State Applied Algebra Seminar, 8/24/11.
- Geometry of deep learning, Deep Learning Phase 2 Kickoff Meeting, San Jose, CA, 8/10/11.
- Pfaffian circuits, ICERM (inaugural) Topical Workshop on Mathematical Aspects of P versus NP and its Variants . Providence, RI, 8/1-8/5, 2011.
- Pfaffian circuits, Quantum Computation Seminar, Dept. Mathematics, UCSD, 5/10/11.
- Modelling higher-order dependence with cumulants, Center for Computational Mathematics Seminar, Dept. Mathematics, UCSD, 5/10/11.
- Graphical models as monoidal categories, Penn State Probability Seminar, 3/25/11.
- Tools for higher-order portfolio optimization, Financial Mathematics Seminar, Penn State Dept. Mathematics, 3/22/2011.
- Pfaffian circuits, University of Kentucky Combinatorics, Algebra, Topology and Statistics Seminar, Lexington, KY 3/7/10.
- Kernel counting, Algebraic geometry in the sciences, kickoff workshop for the 2011 Mittag-Leffler Institute program Algebraic Geometry with a view towards applications. Oslo, Norway 1/14 2011.
- Kernel counting, Rice Department of Computational and Applied Mathematics Colloquium, Houston, TX 11/29/10.
- Kernel counting, DARPA YFA Kickoff meeting, Arlington, VA 9/21/20.
- Geometry of restricted Boltzmann machines, SIAM Minisymposium on Convex algebraic geometry at the 2010 SIAM Annual Meeting, Pittsburgh, PA, 7/14/2010.
- A geometric approach to partition functions, SIAM Minisymposium on Algebraic statistics at the 2010 SIAM Annual Meeting, Pittsburgh, PA, 7/13/2010.
- Holographic algorithms without matchgates, University of Michigan CS Theory Seminar, 6/3/2010.
- Geometry of restricted Boltzmann machines, Special Session on Advances in Algebraic Statistics, AMS Spring Southeastern Sectional Meeting, 3/27-28/2010.
- Kernel counting, Princeton Discrete Math Seminar, 3/25/10.
- Kernel counting and algebraic complexity theory, Penn State Slow Pitch Seminar, 3/16/10.
- Holographic algorithms without matchgates, Symbolic Computation Seminar, North Carolina State University, 2/17/2010.
- Holographic algorithms without matchgates, Penn State CS Theory Seminar, 2/8/2010.
- Geometry of the restricted Boltzmann machine, Penn State Probability Seminar, 2/5/10.
- Relations among conditional probabilities, Penn State Probability Seminar, 1/29/10.
- Scalable implicit symmetric tensor approximation, Computational Methods for Tensors minisymposium, SIAM Conference on Applied Linear Algebra, 10/28/2009, Monterey Bay-Seaside, CA. Slides.
- Geometry of restricted Boltzmann machines, AMS Fall Eastern Section Meeting, University Park, Pennsylvania, 10/25/2009.
- Tools for higher-order portfolio optimization, Practitioner's Financial Mathematics Seminar, School of Mathematics, University of Minnesota, 10/9/2009.
- Holographic algorithms without matchgates, Combinatorics seminar, School of Mathematics, University of Minnesota, 10/9/2009.
- Algebraic models for multilinear dependence, IMS NRC, Johns Hopkins University 7/31/09.
- Distributions representable by restricted Boltzmann machines (poster), ICML 2009 Workshop on Learning Feature Hierarchies, Montreal, Canada, 6/18/09.
- A visualization is a hypothesis, San Francisco Data Visualization Salon, 5/5/09.
- Holographic algorithms without matchgates, Stanford CS Theory Lunch, 4/23/09.
- Holographic algorithms without matchgates, U.C. Berkeley Discrete Math Seminar, 4/20/09.
- Algebraic models for multilinear dependence, Sandia National Laboratory, 4/16/09.
- Algebraic models for multilinear dependence, Penn State Department of Mathematics, 4/8/09.
- Tools for higher-order portfolio optimization, MSCI Barra, 3/31/09.
- Tools for higher-order portfolio optimization, Berkeley IEOR Seminar, 2/23/09.
- Algebraic models for multilinear dependence, NSF Workshop: Future Directions in Tensor-Based Computation and Modeling, Arlington, VA 2/21/09.
- Mapping the geometry of heart rate data, DARPA Topological Data Analysis meeting, Santa Barbara, CA 1/23/09.
- Algebraic models for multilinear dependence , Duke Statistical Science Seminar, 1/19/09.
- Algebraic models for multilinear dependence, U.C. Berkeley Special Algebraic Statistics Seminar, 1/13/09.
- Algebraic models for multilinear dependence, at the Algebraic Statistical Models Workshop, SAMSI, Research Triangle Park, North Carolina, 1/15-1/17, 2009.
- Tools for higher-order portfolio optimization, QWAFAFEW, San Francisco, 1/12/09. Slides.
- Algebraic models for multilinear dependence, at the Algebraic methods in machine learning minisymposium, part of NIPS, Vancouver and Whistler, 12/11/08.
- Tensor geometry and cumulants. Texas A&M Geometry Seminar, 11/14/08.
- Mapping the geometry of heart rate data, DARPA FunBio meeting, San Francisco, 8/21/08.
- Tensors and statistics, AIM Geometry and representation theory of tensors for computer science, statistics and other areas Palo Alto, 7/23/08.
- A series of video lectures given at the MSRI graduate workshop on the geometry of tensors.
- Practitioner's Financial Mathematics Seminar, School of Mathematics, University of Minnesota, 4/11/08.
- Conditional probability, bipartite graphs, and permutohedra, at the University of Minnesota Combinatorics Seminar, 4/11/08.
- Relations among conditional probabilities at Geometric Aspects of Conditional Independence and Information, conference at the Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany, 3/14/08.
- Topological regularization of large graphical models, TMSCSCS Seminar, Stanford University 3/12/08.
- Relations among conditional probabilities, Computational Genomics and Algebraic Statistics Seminar, U.C. Berkeley, 11/13/07.
- Relations among conditional probabilities, AMS Special Session on Combinatorial Enumeration, Optimization, Geometry, and Statistics at the Murfreesboro, Tennessee meeting, 11/03/07.
- Schur modules in algebraic statistics, U.C. Berkeley Special Algebraic Statistics Seminar, 7/2/07.
- How to Write Down Polynomials I and II (on using Schur-Weyl Duality to decompose ideals), Special Geometry Seminar at Texas A&M, 6/4/07 and 6/6/07.
- Geometry of Rank Tests, poster at IMA session on Applications of Algebraic Geometry (Applications in Biology, Dynamics, and Statistics), 3/5/07.
- The Toric Geometry of Conditional Probability, U. C. Berkeley Student Algebraic Statistics Seminar, 11/13/06.
- Semigraphoids and the Permutohedron, MIT Combinatorics Seminar, 10/6/06.
- Geometry of Rank Tests, Texas A&M Algebra and Combinatorics Seminar, 9/29/06.
- Geometry of Rank Tests, Third European Workshop on Probabilistic Graphical Models, Prague 9/14/06.
- Rank Tests for Microarray Data, Duke Systems Biology Seminar, 8/31/06.
- Geometry of Rank Tests, MSRI Summer Graduate Workshop on Mathematical aspects of computational biology, 6/27/06.