Simultaneous Latent Budget Trees for Stratified Classification

arXiv:2606.13295 · stat.ML, cs.LG, stat.ME · Submitted 2026-06-11 · Read on arXiv

stat.ML, cs.LG, stat.ME

Submitted: 2026-06-11

Updated: 2026-09-23

Code: https://github.com/Giugurtah/SLBT

Terminology

• Pruning — 18× in this paper · explained in 4 episodes
• Homogeneity — 15× in this paper · explained in 2 episodes
• Latent Budget Tree — 12× in this paper
• Amyotrophic Lateral Sclerosis — 8× in this paper
• Simultaneous Latent Budget Trees — 7× in this paper
• Predictability Improvement — 6× in this paper
• Simultaneous Latent Budget Model — 5× in this paper
• Interpretability — 3× in this paper · explained in 15 episodes
• Objective Function — 3× in this paper · explained in 2 episodes
• Clustering — 2× in this paper · explained in 2 episodes
• Generalization — 2× in this paper · explained in 13 episodes
• Global Predictability Improvement — 2× in this paper
• Information Gain — 2× in this paper · explained in 2 episodes
• Longitudinal Data — 2× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Activation Function — 1× in this paper · explained in 1 episode
• Benchmarking — 1× in this paper · explained in 4 episodes
• Explainable AI (XAI) — 1× in this paper · explained in 7 episodes
• Loss Function — 1× in this paper · explained in 2 episodes
• Simultaneous Neural Latent Budget Network — 1× in this paper

Sources

• Neural Networks for Latent Budget Analysis of Compositional Data

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