no code implementations • NeurIPS 2008 • Olivier Chapelle, Chuong B. Do, Choon H. Teo, Quoc V. Le, Alex J. Smola
Large-margin structured estimation methods work by minimizing a convex upper bound of loss functions.
no code implementations • NeurIPS 2007 • Chuan-Sheng Foo, Chuong B. Do, Andrew Y. Ng
Using multiple regularization hyperparameters is an effective method for managing model complexity in problems where input features have varying amounts of noise.