The Wristband Gaussian Loss: Deterministic, Composable Latents via a Sphere-Interval Decomposition

Mikhail Parakhin, André M. Carvalho, Patrick Haluptzok

We present the Wristband Gaussian Loss, a deterministic batch loss for Gaussianizing point embeddings without sampling, KL terms, or iterative transport. Each $x\in {\mathbb{R}}^d$…