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David Hong

Streaming Probabilistic PCA for Missing Data with Heteroscedastic Noise

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Oct 10, 2023
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HePPCAT: Probabilistic PCA for Data with Heteroscedastic Noise

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Jan 10, 2021
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Provable tradeoffs in adversarially robust classification

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Jun 09, 2020
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Baseline Estimation of Commercial Building HVAC Fan Power Using Tensor Completion

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Apr 24, 2020
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Stochastic Gradients for Large-Scale Tensor Decomposition

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Jun 04, 2019
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Convolutional Analysis Operator Learning: Dependence on Training Data

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Feb 27, 2019
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Subspace Clustering using Ensembles of $K$-Subspaces

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Sep 23, 2018
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Generalized Canonical Polyadic Tensor Decomposition

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Aug 22, 2018
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Towards a Theoretical Analysis of PCA for Heteroscedastic Data

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Oct 12, 2016
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