558 citations · 3.6k across the 65 of their papers we have counts for
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Jacob Steinhardt, Stefan Wager, Percy Liang
We present a sparse analogue to stochastic gradient descent that is guaranteed to perform well under similar conditions to the lasso. In the linear regression setup with irrepresen…