2 papers
stat.ML2026
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…
cs.IT2026
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…