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Quantum Maximum Likelihood Prediction via Hilbert Space Embeddings

Sreekumar, Sreejith et al.
arXiv (All) · Papers
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information-theorymachine-learningquantum-physics
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 maximum likelihood predictor (QMLP) i
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