[CD-PMS-02] Gaussian Curvature of Two-Parameter Exponential Families on Finite State Spaces with Application to Constrained Markov Systems
Abstract
This paper is part of the research series Constraint Dynamics in Parametrized Markov Systems. The series investigates structural constraints governingexploration dynamics in parametrized Markov systems. Core themes include: • operator distinguishability collapse• Fisher information geometry• exploration constraint mechanisms• collapse boundaries• quadratic Fisher scaling Series index CD-PMS-01 Three Collapse Boundaries in Finite-State Systems with DAG Structure and FrictionCD-PMS-02 Gaussian Curvature of Two-Parameter Exponential Families on Finite State Spaces with Application to Constrained Markov Systems
Fields of Study & Subjects
Probability and Statistical Research
Statistical Mechanics and Entropy
Markov Chains and Monte Carlo Methods
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 3 March 2026
- Language
- EN
- Document type
- Preprint