| -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 | 22 | 2021 |
| Multilevel Monte Carlo Variational Inference M Fujisawa, I Sato Journal of Machine Learning Research (JMLR) 22 (278), 1-44, 2021 | 20 | 2021 |
| Time-Independent Information-Theoretic Generalization Bounds for SGLD F Futami, M Fujisawa Advances in Neural Information Processing Systems 36, 2023 | 13 | 2023 |
| Information-theoretic Generalization Analysis for Expected Calibration Error F Futami, M Fujisawa The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 10 | 2024 |
| Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective T Koshizuka, M Fujisawa, Y Tanaka, I Sato The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 6 | 2024 |
| On the Convergence of SVGD in KL divergence via Approximate gradient flow M Fujisawa, F Futami Transactions on Machine Learning Research, 2025 | 2* | 2025 |
| PAC-Bayes Analysis for Recalibration in Classification M Fujisawa, F Futami arXiv preprint arXiv:2406.06227, 2024 | 2 | 2024 |
| Scalable Valuation of Human Feedback through Provably Robust Model Alignment M Fujisawa, M Adachi, MA Osborne arXiv preprint arXiv:2505.17859, 2025 | 1 | 2025 |
| Fixing the Pitfalls of Probabilistic Time-Series Forecasting Evaluation by Kernel Quadrature M Adachi, M Fujisawa, MA Osborne arXiv preprint arXiv:2503.06079, 2025 | 1 | 2025 |
| Generative Modeling through Spectral Analysis of Koopman Operator Y Xu, F Li, M Fujisawa, Y Marzouk, I Ishikawa arXiv preprint arXiv:2512.18837, 2025 | | 2025 |
| -Regularized Empirical Risk Minimization Guarantees Small Smooth Calibration Error M Fujisawa, F Futami arXiv preprint arXiv:2510.13450, 2025 | | 2025 |
| Information-theoretic Generalization Analysis for VQ-VAEs: A Role of Latent Variables F Futami, M Fujisawa arXiv preprint arXiv:2505.19470, 2025 | | 2025 |
| Flight trajectory modeling reveals species-specific obstacle avoidance policies in echolocating bats Y Teshima, S Genda, Y Aoki, M Fujisawa, S Hiryu, K Fujii bioRxiv, 2025.06. 13.659477, 2025 | | 2025 |
| Information-theoretic Generalization Analysis for Vector-Quantized VAEs F Futami, M Fujisawa | | |
Futoshi FutamiOsaka UniversityVerified email at osaka-u.ac.jp
