[CD-PMS-02] Gaussian Curvature of Two-Parameter Exponential Families on Finite State Spaces with Application to Constrained Markov Systems

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Authors: Yusuke Tanaka
Cited by: 0

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