Trans-dimensional 2D GMM with VTI: a mathematical walkthrough
Workshop, , 2026
A deep walkthrough of gmm_2d_k100.py, building up the full probabilistic model and VTI framework from scratch, with a mathematical explanation for every class and method. Equations are cross-referenced to Davies et al. (2025)1.
Davies, L., Mackinlay, D., Oliveira, R., & Sisson, S. A. (2025). Amortized Variational Transdimensional Inference. arXiv:2506.04749. ↩