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Masahiro Fujisawa
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-ABC: Outlier-Robust Approximate Bayesian Computation Based on a Robust Divergence Estimator
M Fujisawa, T Teshima, I Sato, M Sugiyama
International Conference on Artificial Intelligence and Statistics …, 2021
92021
Multilevel Monte Carlo Variational Inference
M Fujisawa, I Sato
Journal of Machine Learning Research (JMLR) 22 (278), 1-44, 2021
82021
Time-Independent Information-Theoretic Generalization Bounds for SGLD
F Futami, M Fujisawa
arXiv preprint arXiv:2311.01046, 2023
12023
Convergence of SVGD in KL divergence via approximate gradient flow
M Fujisawa, F Futami
2023
Initialization Bias of Fourier Neural Operator: Revisiting the Edge of Chaos
T Koshizuka, M Fujisawa, Y Tanaka, I Sato
arXiv preprint arXiv:2310.06379, 2023
2023
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