1. KANAGAWA Motonobu
  2. KANAGAWA Motonobu
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KANAGAWA Motonobu

Talk

Kanagawa, Motonobu

Comparing scale parameter estimators for Gaussian process regression: Cross validation and maximum likelihood

Probabilistic Numerics Spring School, 8-10 April 2024, Southampton, UK
Detail
BIBTEX

Talk

Naslidnyk, Masha; Kanagawa, Motonobu; Karvonen, Toni; Mahsereci, Maren

Comparing scale parameter estimators for Gaussian process regression: Cross validation and maximum likelihood

UQ 2024, SIAM Conference on Uncertainty Quantification (UQ24), 27 February-1 March 2024, Trieste, Italy
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Rapport

Mitsuzawa, Kensuke; Kanagawa, Motonobu; Bortoli, Stefano; Grossi, Margherita; Papotti, Paolo

Variable selection in maximum mean discrepancy for interpretable distribution comparison

Submitted to ArXiV, 2 November 2023
Detail
ARXIV
BIBTEX

Talk

Kanagawa, Motonobu

Variable selection in maximum mean discrepancy for interpretable two-sample testing

Next-Generational Kernel Methods Workshop, 17-19 October 2023, Newcastle, UK
Detail
BIBTEX

Conférence

Naslidnyk, Masha; Kanagawa, Motonobu; Karvonen, Toni; Mahsereci, Maren

Comparing scale parameter estimators for Gaussian process regression: Cross validation and maximum Likelihood

Submitted to ArXiV, 14 July 2023
Detail
ARXIV
BIBTEX

Journal

Chen, An; Kanagawa, Motonobu; Zhang, Fangyuan

Intergenerational risk sharing in a defined contribution pension system: Analysis with Bayesian optimization

ASTIN Bulletin: the Journal of the International Actuarial Association, April 2023, ISSN: 0515-0361
Inaugural Chris Daykin Award
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Document
ARXIV
DOI
HAL
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Journal

Gogolashvili, Davit; Zecchin, Matteo; Kanagawa, Motonobu; Kountouris, Marios; Filippone, Maurizio

When is importance weighting correction needed for covariate shift adaptation?

Submitted to ArXiV, 7 March 2023
Detail
ARXIV
HAL
BIBTEX

Talk

Kanagawa, Motonobu

Convergence guarantees for adaptive Bayesian quadrature methods

2022 Côte d'Azur Workshop on Computational Uncertainty Quantification, 28 November-2 December 2022, Sophia Antipolis, France
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Talk

Motonobu, Kanagawa

Machine learning for computer simulation

3IA Côte d'Azur Scientific Days, Annual Scientific Meeting, 14-15 November 2022, Sophia Antipolis, France

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Talk

Kanagawa, Motonobu

Counterfactual mean embeddings

Risk and Statistics Workshop, 3rd Tohoku-ISM-UUlm Joint Workshop, 12-14 October 2022, Tohoku, Japan
Detail
BIBTEX