Efficient Convex Optimization Methods for State-Space Heartbeat Dynamics Models with Gamma Generalized Linear Models

arXiv:2610.00884 · stat.AP, q-bio.QM · Submitted 2026-10-01 · Read on arXiv

stat.AP, q-bio.QM

Submitted: 2026-10-01

Updated: 2026-10-01

Comments: 16 pages, 5 figures

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

Terminology

• Alternating Direction Method of Multipliers (ADMM) — 2× in this paper · explained in 2 episodes
• AUC — 1× in this paper · explained in 2 episodes
• Akaike Information Criterion — 1× in this paper
• Bayesian Information Criterion — 1× in this paper
• Interpretability — 1× in this paper · explained in 15 episodes
• Kullback-Leibler (KL) Divergence — 1× in this paper · explained in 3 episodes
• Objective Function — 1× in this paper · explained in 2 episodes
• Theoretical Guarantees — 1× in this paper · explained in 2 episodes
• While the Expectation-Maximization — 1× in this paper

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