Search Results for author: Ryan Zarcone

Found 1 papers, 0 papers with code

Learning and Inference in Sparse Coding Models with Langevin Dynamics

no code implementations23 Apr 2022 Michael Y. -S. Fang, Mayur Mudigonda, Ryan Zarcone, Amir Khosrowshahi, Bruno A. Olshausen

Moreover we show that Langevin dynamics lead to an efficient procedure for sampling from the posterior distribution in the 'L0 sparse' regime, where latent variables are encouraged to be set to zero as opposed to having a small L1 norm.

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