8 citations · 23 across the 7 of their papers we have counts for
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cs.LG2016★ 5 cited
Learning Sparse Additive Models with Interactions in High Dimensions
Hemant Tyagi, Anastasios Kyrillidis, Bernd Gärtner +1
A function is referred to as a Sparse Additive Model (SPAM), if it is of the form , whe…
cs.LG2009★ 8 cited
A Combinatorial Algorithm to Compute Regularization Paths
Bernd Gärtner, Joachim Giesen, Martin Jaggi +1
For a wide variety of regularization methods, algorithms computing the entire solution path have been developed recently. Solution path algorithms do not only compute the solution…