2 Preliminaries Nonparametricregression. Consideranonparametricregressionmodelwithrandomcovariates Yi "f0pXiq` i, i"1,,n, (1) whereXi "pxi1,,xipqt Upr 1,1spq1,U denotes theuniform distribution,i

Feb-7-2026, 08:35:18 GMT–Neural Information Processing Systems 

Sparsedeeplearning aimstoaddress thechallenge ofhugestorage consumption by deep neural networks, and to recover the sparse structure of target functions.