PowerMLP is a ReLU-power MLP that trains about 40x faster than KAN in the reported benchmarks and often beats it, but the main proof that KANs are contained in PowerMLPs at the same depth is flawed.
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PowerMLP: An Efficient Version of KAN
PowerMLP is a ReLU-power MLP that trains about 40x faster than KAN in the reported benchmarks and often beats it, but the main proof that KANs are contained in PowerMLPs at the same depth is flawed.