Minimum information dependence modeling

Cites Work

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Computational Optimal Transport: With Applications to Data Science
Estimation in exponential families on permutations
On the construction of minimum information bivariate copula families
On a class of circulas: copulas for circular distributions
Linear smoothers and additive models
From the Schrödinger problem to the Monge-Kantorovich problem
Note on the Schrödinger equation and \(I\)-projections
Copulas with maximum entropy
Copula modeling for discrete random vectors
I-divergence geometry of probability distributions and minimization problems
Entropy minimization, \(DAD\) problems, and doubly stochastic kernels
The roles of conditioning in inference. With comments and rejoinder
\(U\)-statistics, \(M_m\)-estimators and resampling
Algebraic algorithms for sampling from conditional distributions
Weak convergence and empirical processes. With applications to statistics
On the geometry of discrete exponential families with application to exponential random graph models
On an interaction function for copulas
Concerning nonnegative matrices and doubly stochastic matrices
On Graphical Models via Univariate Exponential Family Distributions
Training Products of Experts by Minimizing Contrastive Divergence
A Remark on Stirling's Formula
Information Theory and Statistical Mechanics
Information Theoretical Analysis of Multivariate Correlation
On the existence of maximum likelihood estimates in logistic regression models
Consistency of Pseudolikelihood Estimation of Fully Visible Boltzmann Machines
Dependence function for continuous bivariate densities
Minimally informative distributions with given rank correlation for use in uncertainty analysis
Information geometry on hierarchy of probability distributions
Multi-Marginal Optimal Transport and Probabilistic Graphical Models
Quantitative Stability of Regularized Optimal Transport and Convergence of Sinkhorn's Algorithm
Finite-Sample Concentration of the Multinomial in Relative Entropy
Properties of the Extended Hypergeometric Distribution
A Primer on Copulas for Count Data
Normal Approximation to the Distribution of Two Independent Binomials, Conditional on Fixed Sum
A proper scoring rule for minimum information bivariate copulas