Kernel Dimensionality Reduction for Supervised Learning

By Kenji Fukumizu, Francis R. Bach, Michael I. Jordan. 2003

31 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. Bernhard Schölkopf
2. Krikamol Muandet
3. David Balduzzi
4. Carl-Johann Simon-Gabriel
5. David Lopez-Paz
6. Kenji Fukumizu
7. Bharath K. Sriperumbudur
8. Kaiyang Zhou

Citations in the corpus

• Domain Generalization via Invariant Feature Representation (2013, methodology): “We also showed that DICA generalizes KPCA and COIR, and is closely related to TCA.”
• Kernel Distribution Embeddings: Universal Kernels, Characteristic Kernels and Kernel Metrics on Distributions (2016, background): “Eventually these notions were linked to s.p.d. and conditionally s.p.d. kernels (Fukumizu et al., 2004, 2008, 2009b,a; Gretton et al., 2007; Sriperumbudur et al., 2008, 2010a,b) and all known relations got summarized in a superb overview article by Sriperumbudur et al. (2011).”