[BSVogler]

Gaussian splatting does not use neural nets. It runs an optimizer on the Gaussian splattering parameters. I think in your comment you are talking about Neural Radiance Fields (Nerfs).

[Retr0id]

Traditionally you'd use an optimizer, but OP isn't doing it traditionally, which is what makes it interesting. NeRFs work differently.