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arXiv stat.ML · Papers

Quantum Maximum Likelihood Prediction via Hilbert Space Embeddings

arXiv:2602.18364v3 Announce Type: replace-cross Abstract: Maximum likelihood prediction (MLP) is a core task at the heart of modern large language models. Here, we study a quantum version of this task for a simplified data model consisting of independent and identically distributed samples, as a first step. The quantum