Monday, February 06, 2012

Nonlinear Compressive Sensing

There are subjects that are less covered than others. Mostly because it is less convenient to deal with them or maybe because they are islands of knowledge, i.e. a small set of people live in them untouched by the rest of the community because the waters have not receded yet (see What Island is Next ?). I made a request on LinkedIn for any references related to nonlinear compressive sensing without much explanation as to I meant by nonlinear. I look forward to more (just add them in the comment section) but here is what we have so far: 

1 comment:

yhli said...

I think nonlinear regression problems with sparse parameters can be also viewed as instances of noisy nonlinear compressive sensing. Then there are some papers from the statistics community.