Improved Bound for the Nystrom's Method and its Application to Kernel Classification

By Rong Jin, Tianbao Yang, Mehrdad Mahdavi. 2011

11 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Quoc V. Le
2. Alex Smola
3. Yoshua Bengio
4. Francis R. Bach
5. David Lopez-Paz
6. Ruslan Salakhutdinov
7. Dacheng Tao
8. Bernhard Schölkopf

Citations in the corpus

• Fastfood: Approximate Kernel Expansions in Loglinear Time (2014, methodology): “This is because the Representer Theorem of Kimeldorf and Wahba (1970) states that such a function expansion in terms of finitely many coefficients must exist under fairly benign conditions even whenever the space is infinite dimensional. Hence we can effectively perform optimization in infinite dime”