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10/20/2022
On Representations of Mean-Field Variational Inference
The mean field variational inference (MFVI) formulation restricts the ge...
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01/31/2022
Neural Network Training with Asymmetric Crosspoint Elements
Analog crossbar arrays comprising programmable nonvolatile resistors are...
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10/21/2021
Hamiltonian Monte Carlo with Asymmetrical Momentum Distributions
Existing rigorous convergence guarantees for the Hamiltonian Monte Carlo...
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02/04/2021
HMC, an Algorithms in Data Mining, the Functional Analysis approach
The main purpose of this paper is to facilitate the communication betwee...
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01/21/2021