2. KANAGAWA Motonobu

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KANAGAWA Motonobu

• Name : KANAGAWA Motonobu
• Service : EURECOM - Data Science
• Function : Assistant Professor
• Email : Motonobu.Kanagawa@eurecom.fr
• Phone : 8187
• 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

• 2025 - Gaussian Processes and Reproducing Kernels: Connections and Equivalences
• 2025 - kNNSampler: Stochastic imputations for recovering missing value distributions
• 2025 - Comparing scale parameter estimators for Gaussian process interpolation with the brownian motion prior: Leave-one-out cross validation and maximum likelihood
• 2024 - Fast computation of leave-one-out cross-validation for k-NN regression