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stat.ML2024
Analytical Solution of a Three-layer Network with a Matrix Exponential Activation Function
Kuo Gai, Shihua Zhang
In practice, deeper networks tend to be more powerful than shallow ones, but this has not been understood theoretically. In this paper, we find the analytical solution of a three-l…
stat.ML2020★ 1 cited
Tessellated Wasserstein Auto-Encoders
Kuo Gai, Shihua Zhang
Non-adversarial generative models such as variational auto-encoder (VAE), Wasserstein auto-encoders with maximum mean discrepancy (WAE-MMD), sliced-Wasserstein auto-encoder (SWAE)…