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Neurosymbolic AI as an antithesis to scaling laws. [PDF]

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Velasquez A   +7 more
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VI-DGP: A Variational Inference Method with Deep Generative Prior for Solving High-Dimensional Inverse Problems

Journal of Scientific Computing, 2023
Solving high-dimensional Bayesian inverse problems (BIPs) with the variational inference (VI) method is promising but still challenging. The main difficulties arise from two aspects. First, VI methods approximate the posterior distribution using a simple
Yingzhi Xia, Qifeng Liao, Jinglai Li
semanticscholar   +1 more source

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