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20212023
most cited-Stable convergence of heavy-tailed infinitely-wide neural networks

3 citations · 7 across the 3 of their papers we have counts for

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stat.ML2023★ 1 cited

Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning

Francois Caron, Fadhel Ayed, Paul Jung +3

We consider gradient-based optimisation of wide, shallow neural networks, where the output of each hidden node is scaled by a positive parameter. The scaling parameters are non-ide…