36 citations · 151 across the 8 of their papers we have counts for
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cs.LG2023★ 11 cited
Orders-of-coupling representation with a single neural network with optimal neuron activation functions and without nonlinear parameter optimization
Sergei Manzhos, Manabu Ihara
Representations of multivariate functions with low-dimensional functions that depend on subsets of original coordinates (corresponding of different orders of coupling) are useful i…
stat.ML2023★ 28 cited
Neural network with optimal neuron activation functions based on additive Gaussian process regression
Sergei Manzhos, Manabu Ihara
Feed-forward neural networks (NN) are a staple machine learning method widely used in many areas of science and technology. While even a single-hidden layer NN is a universal appro…