A universal LZ78 transform turns any zero-order-optimal probability model into a provably universal sequential predictor, alongside qualitative INR, Gaussian-splatting, and textual-denoising studies.
2024 A Family of LZ78-based Universal Sequential Probability Assignments
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Information-computation trade-offs in non-linear transforms
A universal LZ78 transform turns any zero-order-optimal probability model into a provably universal sequential predictor, alongside qualitative INR, Gaussian-splatting, and textual-denoising studies.