Reviews: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes
–Neural Information Processing Systems
This review has 2 parts. The first part is my review of the paper as a standalone paper. The second part is a meta-commentary unifying my reviews for both this paper and "Neural Tangent Kernel for Any Architecture". Part 1 This paper demonstrates that infinitely-wide architectures made from a range of building blocks are Gaussian processes. Fundamentally, the paper seems to have two core contributions. This paper is a clean, elegant and logical next step in an important research direction.
Neural Information Processing Systems
Jan-24-2025, 02:51:52 GMT
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