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Lawrence K. Saul

EigenVI: score-based variational inference with orthogonal function expansions

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Oct 31, 2024
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Batch, match, and patch: low-rank approximations for score-based variational inference

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Oct 29, 2024
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Variational Inference in Location-Scale Families: Exact Recovery of the Mean and Correlation Matrix

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Oct 14, 2024
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An Ordering of Divergences for Variational Inference with Factorized Gaussian Approximations

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Mar 20, 2024
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Batch and match: black-box variational inference with a score-based divergence

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Feb 22, 2024
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The Shrinkage-Delinkage Trade-off: An Analysis of Factorized Gaussian Approximations for Variational Inference

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Feb 17, 2023
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Topic Modeling of Hierarchical Corpora

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Apr 13, 2015
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Nonnegative Matrix Factorization for Semi-supervised Dimensionality Reduction

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Dec 16, 2011
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Analysis and Extension of Arc-Cosine Kernels for Large Margin Classification

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Dec 16, 2011
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