Fast sparse approximation of extreme learning machine

We introduce a fast sparse approximation schemes of extreme learning machine (ELM) named FSA-ELM of extreme learning machine (ELM). Our algorithms have two compelling features: low complexity and sparse solution. Experiments on benchmark data sets show that the proposed algorithm obtains sparse classifiers at a rather low complexity without sacrificing the… (More)