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Dogyoon Song

Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures

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Dec 14, 2023
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Community Detection in High-Dimensional Graph Ensembles

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Dec 06, 2023
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Efficient Compression of Overparameterized Deep Models through Low-Dimensional Learning Dynamics

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Nov 08, 2023
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Algebraic and Statistical Properties of the Ordinary Least Squares Interpolator

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Sep 27, 2023
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Minimum-Risk Recalibration of Classifiers

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May 18, 2023
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Errors-in-variables Fréchet Regression with Low-rank Covariate Approximation

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May 16, 2023
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Robustness-preserving Lifelong Learning via Dataset Condensation

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Mar 07, 2023
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Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation

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Jun 11, 2020
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Model Agnostic High-Dimensional Error-in-Variable Regression

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Mar 12, 2019
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Learning Mixture Model with Missing Values and its Application to Rankings

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Dec 31, 2018
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