253 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Max Planck Institute for Intelligent SystemsDE6 papers
- University of TübingenDE4 papers
- Bernstein Center for Computational Neuroscience TübingenDE1 paper
- Cardiff UniversityGB1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- ETH ZurichCH1 paper
- Harvard UniversityUS1 paper
- Max Planck Institute for Gravitational PhysicsDE1 paper
- Pennsylvania State UniversityUS1 paper
- Solutions Through Innovative Technologies (United States)US1 paper
- The Institute of Statistical MathematicsJP1 paper
- University of California, BerkeleyUS1 paper
Showing 2017Show all
2 papers · 1 filter
math.NA2017★ 5 cited
Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings
Motonobu Kanagawa, Bharath K. Sriperumbudur, Kenji Fukumizu
This paper presents a convergence analysis of kernel-based quadrature rules in misspecified settings, focusing on deterministic quadrature in Sobolev spaces. In particular, we deal…
math.ST2017★ 62 cited
Large sample analysis of the median heuristic
Damien Garreau, Wittawat Jitkrittum, Motonobu Kanagawa
In kernel methods, the median heuristic has been widely used as a way of setting the bandwidth of RBF kernels. While its empirical performances make it a safe choice under many cir…