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1 Model,contributionsandrelatedworks Randomfeaturesmodelasa2-layersneuralnetwork. Givennobservations(x1,y1), (xn,yn) withxi Rp andyi Rforeachi=1,,n,theobjectofstudyofthispaperistheestimate bα=argmin
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