Masahiro Fujisawa

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Variational Inference

Top Venues

J. Mach. Learn. Res.

Publications

Futoshi Futami, Masahiro Fujisawa
Information-theoretic Generalization Analysis for Expected Calibration Error. CoRR (2024)
Masahiro Fujisawa, Futoshi Futami
PAC-Bayes Analysis for Recalibration in Classification. CoRR (2024)
Futoshi Futami, Masahiro Fujisawa
Time-Independent Information-Theoretic Generalization Bounds for SGLD. CoRR (2023)
Takeshi Koshizuka, Masahiro Fujisawa, Yusuke Tanaka, Issei Sato
Initialization Bias of Fourier Neural Operator: Revisiting the Edge of Chaos. CoRR (2023)
Futoshi Futami, Masahiro Fujisawa
Time-Independent Information-Theoretic Generalization Bounds for SGLD. NeurIPS (2023)
Masahiro Fujisawa, Issei Sato
Multilevel Monte Carlo Variational Inference. J. Mach. Learn. Res. 22 (2021)
Masahiro Fujisawa, Takeshi Teshima, Issei Sato, Masashi Sugiyama
γ-ABC: Outlier-Robust Approximate Bayesian Computation Based on a Robust Divergence Estimator. AISTATS (2021)
Masahiro Fujisawa, Takeshi Teshima, Issei Sato
γ-ABC: Outlier-Robust Approximate Bayesian Computation based on Robust Divergence Estimator. CoRR (2020)
Masahiro Fujisawa, Issei Sato
Multi-level Monte Carlo Variational Inference. CoRR (2019)