Mingzhang Yin

Results 3 repositories owned by Mingzhang Yin

SIVI

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Using neural network to build expressive hierarchical distribution; A variational method to accurately estimate posterior uncertainty; A fast and general method for Bayesian inference. (ICML 2018)

Meta-learning-without-memorization

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A study on the following problems: what the memorization problem is in meta-learning; why memorization problem happens; and how we can prevent it. (ICLR 2020)

ARM-gradient

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Low-variance, efficient and unbiased gradient estimation for optimizing models with binary latent variables. (ICLR 2019)