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05/30/2023
Efficient Training of Energy-Based Models Using Jarzynski Equality
Energy-based models (EBMs) are generative models inspired by statistical...
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08/09/2022
Wavelet Score-Based Generative Modeling
Score-based generative models (SGMs) synthesize new data samples from Ga...
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02/05/2021
A simpler spectral approach for clustering in directed networks
We study the task of clustering in directed networks. We show that using...
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05/12/2020
Detection thresholds in very sparse matrix completion
Let A be a rectangular matrix of size m× n and A_1 be the random matrix ...
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07/12/2019