Not ridge, that was popularised by Hoerl and Kennard (1970). However, the method of augmenting the diagonals of the X'X matrix (ridge regression) was studied by Tikhonov in the early 40's as a method for solving ill-posed problems.
I believe Hastie has done lots of work on LASSO/L_1 norm related regularization methods and algorithms though.
I believe Hastie has done lots of work on LASSO/L_1 norm related regularization methods and algorithms though.