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Bharath Kumar Sriperumbudur

    • 1586 Citations
    • 17 h-Index
    20022020

    Research output per year

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    Research Output

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

    Kanagawa, M., Sriperumbudur, B. K. & Fukumizu, K., Feb 1 2020, In : Foundations of Computational Mathematics. 20, 1, p. 155-194 40 p.

    Research output: Contribution to journal › Article

    • 5 Scopus citations

    Characteristic and universal tensor product kernels

    Szabó, Z. & Sriperumbudur, B. K., Jan 1 2018, In : Journal of Machine Learning Research. 18, p. 1-29 29 p.

    Research output: Contribution to journal › Article

    • Optimal prediction for additive function-on-function regression

    Reimherr, M., Sriperumbudur, B. & Taoufik, B., Jan 1 2018, In : Electronic Journal of Statistics. 12, 2, p. 4571-4601 31 p.

    Research output: Contribution to journal › Article

    Open Access

    • Density estimation in infinite dimensional exponential families

    Sriperumbudur, B., Fukumizu, K., Gretton, A., Hyvärinen, A. & Kumar, R., Jul 1 2017, In : Journal of Machine Learning Research. 18

    Research output: Contribution to journal › Article

    • Kernel mean embedding of distributions: A review and beyond

    Muandet, K., Fukumizu, K., Sriperumbudur, B. & Schölkopf, B., Jan 1 2017, In : Foundations and Trends in Machine Learning. 10, 1-2, p. 1-141 141 p.

    Research output: Contribution to journal › Review article

    • 53 Scopus citations