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2008

Sparse Online Learning via Truncated Gradient

11 years 1 months ago
Sparse Online Learning via Truncated Gradient
We propose a general method called truncated gradient to induce sparsity in the weights of onlinelearning algorithms with convex loss functions. This method has several essential properties:
John Langford, Lihong Li, Tong Zhang
Added 29 Oct 2010
Updated 29 Oct 2010
Type Conference
Year 2008
Where NIPS
Authors John Langford, Lihong Li, Tong Zhang
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