LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements Ehsan Abbasi Department of Electrical Engineering Department of Electrical Engineering Caltech

Neural Information Processing Systems 

Consider estimating an unknown, but structured (e.g.