45d74e190008c7bff2845ffc8e3facd3-Supplemental-Conference.pdf
–Neural Information Processing Systems
In a typical supervised learning task, one is given a training dataset ofn N labeled samplesD = ((xi,yi) Rd R)i [n], and a parametric model withm N parameters, f:Rm Rd R. The task istofind parameters fitting the training data, i.e. findθ Rm such that i [n],f(θ;xi) yi.
Neural Information Processing Systems
Feb-8-2026, 16:04:47 GMT