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Binary hidden Markov models and varieties
On Polyhedral Approximations of Polytopes for Learning Bayesian Networks
Learning Coefficient in Bayesian Estimation of Restricted Boltzmann Machine
Phylogenetic invariants for group-based models
Properties of semi-elementary imsets as sums of elementary imsets
Higher Connectivity of Fiber Graphs of Gröbner Bases
An Iterative Method Converging to a Positive Solution of Certain Systems of Polynomial Equations
Geometry of Higher-Order Markov Chains
Betti Numbers of Cut Ideals of Trees
The geometry of Sloppiness
Mixture models for rating data: the method of moments via Groebner bases
Ideal-Theoretic Strategies for Asymptotic Approximation of Marginal Likelihood Integrals
Unimodular hierarchical models and their Graver bases
Mixtures and products in two graphical models
Markov bases for two-way change-point models of ladder determinantal tables
Cubature Rules and Expected Value of Some Complex Functions
Strongly Robust Toric Ideals in Codimension 2
Maximum Likelihood for Matrices with Rank Constraints
Generic Identification of Binary-Valued Hidden Markov Processes
Estimation for Dyadic-Dependent Exponential Random Graph Models

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