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KANAGAWA Motonobu

• Name : KANAGAWA Motonobu
• Service : EURECOM - Data Science
• Function : Assistant Professor
• Email : Motonobu.Kanagawa@eurecom.fr
• Phone : 04 93 00 81 87
• Office : 429
• Website : https://sites.google.com/site/motonobukanagawa/home

Current Research Topics

• Kernel methods and Gaussian processes in machine learning, statistics and numerical computation
• Machine learning for enhancing the power of computer simulation  
• Applications to real-world problems involving computer simulation models

Selected Publications

• 2019 - Convergence Guarantees for Adaptive Bayesian Quadrature Methods
• 2019 - Convergence Analysis of Deterministic Kernel-based Quadrature Rules in Misspecified Settings
• 2018 - Kernel Recursive ABC: Point Estimation with Intractable Likelihood