Concepedia

Motonobu Kanagawa

MK

Statistics

Publications

7

Citations

157

H-Index

7

Active since

2014

Affiliations

The Institute of Statistical Mathematics(Current)

The Graduate University for Advanced Studies, SOKENDAI

University of Tübingen

University College London

Max Planck Institute for Intelligent Systems

Motonobu Kanagawa is an author at The Institute of Statistical Mathematics specializing in engineering, statistical inference, and data science.

Top concepts

EngineeringStatistical InferenceData ScienceComputer ScienceStatisticsNumerical AnalysisApproximation TheoryProbabilitySpectral TheoryMachine Learning

Publications per year

2014–2019

7

Publications

7

Large sample analysis of the median heuristic

Garreau Damien, Wittawat Jitkrittum, Motonobu Kanagawa · arXiv (Cornell University) · 2017 · 65 citations · Full text

Heuristic Search, Density Estimation, Engineering +13

Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings

Motonobu Kanagawa, Bharath K. Sriperumbudur, Kenji Fukumizu · Foundations of Computational Mathematics · 2019 · 18 citations · Full text

Mathematical Programming, Numerical Analysis, Engineering +17

Recovering Distributions from Gaussian RKHS Embeddings

Motonobu Kanagawa, Kenji Fukumizu · International Conference on Artificial Intelligence and Statistics · 2014 · 18 citations

Spectral Theory, Engineering, Kernel Means +17

Filtering with State-Observation Examples via Kernel Monte Carlo Filter

Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton et al. · Neural Computation · 2015 · 16 citations

Convergence guarantees for kernel-based quadrature rules in misspecified settings

Motonobu Kanagawa, Bharath K. Sriperumbudur, Kenji Fukumizu · Neural Information Processing Systems · 2016 · 15 citations

Numerical Analysis, Spectral Theory, Numerical Computation +14

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