Poisson-Gamma Dynamical Systems with Time-varying Transition Dynamics

arXiv:2609.00896 · cs.LG · Submitted 2026-09-01 · Read on arXiv

cs.LG

Submitted: 2026-09-01

Updated: 2026-09-01

Comments: Accepted by IEEE ICDM 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Poisson-Gamma Dynamical Systems — 6× in this paper
• Decoupling — 3× in this paper · explained in 2 episodes
• Data Augmentation — 2× in this paper · explained in 7 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes
• Explainability — 1× in this paper · explained in 3 episodes
• Integrated Crisis Early Warning System — 1× in this paper
• Knowledge Graph — 1× in this paper · explained in 7 episodes
• Knowledge graphs — 1× in this paper · explained in 2 episodes
• Latent Dynamics — 1× in this paper · explained in 2 episodes
• Optimal Transport — 1× in this paper · explained in 5 episodes
• Sparsity — 1× in this paper · explained in 4 episodes

Sources

• Graph Gamma Process Generalized Linear Dynamical Systems

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