15 citations · 22 across the 8 of their papers we have counts for
8 papers
Robust Sequential Tracking via Bounded Information Geometry and Non-Parametric Field Actions
Carlos C. Rodriguez
Standard sequential inference architectures are compromised by a normalizability crisis when confronted with extreme, structured outliers. By operating on unbounded parameter space…
Quantization of Ricci Curvature in Information Geometry
Carlos C. Rodriguez
In 2004, while studying the information geometry of binary Bayesian networks (bitnets), the author conjectured that the volume-averaged Ricci scalar <R> computed with respect to th…
Wrong Priors
Carlos C. Rodriguez
All priors are not created equal. There are right and there are wrong priors. That is the main conclusion of this contribution. I use, a cooked-up example designed to create drama,…
Entropic Priors for Discrete Probabilistic Networks and for Mixtures of Gaussians Models
Carlos C. Rodriguez
The ongoing unprecedented exponential explosion of available computing power, has radically transformed the methods of statistical inference. What used to be a small minority of st…
Optimal Recovery of Local Truth
Carlos C. Rodriguez
Probability mass curves the data space with horizons. Let f be a multivariate probability density function with continuous second order partial derivatives. Consider the problem of…
Unreal Probabilities: Partial Truth with Clifford Numbers
Carlos C. Rodriguez
This paper introduces and studies the basic properties of Clifford algebra valued conditional measures.