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Better Depth-Width trade-offs for neural networks through the lens of dynamical systems

BetterDepth-WidthTrade-offsforNeuralNetworksthroughthelensofDynamicalSystemsVaggosChatziafratis1SaiGaneshNagarajan2IoannisPanageas2Abstractunderstandthatthenatureofcomputationdonebydeepandshallowne...

2023-11-14 21:43:141587436.31 KB16

Better Depth-Width trade-offs for neural networks through the lens of dynamical systems

Depth-Width Tradeoffs in Approximating Natural Functions with Neural Networks