Decorrelation, Diversity, and Emergent Intelligence: The Isomorphism Between Social Insect Colonies and Ensemble Machine Learning

Collection of 12 new arXiv submissions (stat.ML / ML-adjacent) published 2026-03-24 covering a range of theoretical and applied machine learning topics. Key themes: an isomorphism between ant-colony decision-making and random-forest ensemble methods (stochastic ensemble intelligence); forward/inverse measure flows in Bayes–Hilbert spaces; operator-learning for smoothing and forecasting with neural operators; representing and propagating measurement uncertainty using Gaussian mixture models (GMMs); a meta-amortized transformer (CogFormer) for simulation-based inference across model families; SC