影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
57.16/100
前 5.6%
全站排名 #3,622
发表论文7 篇
平均评分
年均产出3.5 篇/年
Masahiro Fujisawa
研究方向
Approximate Bayesian Computation · Outlier Robustness · Adversarial Robustness · Likelihood-free inference · Variational Inference · Stochastic Optimization · Variance Reduction
29
Information-theoretic Generalization Analysis for VQ-VAEs: A Role of Latent Variables
NeurIPS 2025Poster
二作19
Scalable Valuation of Human Feedback through Provably Robust Model Alignment
NeurIPS 2025Poster
一作17
PAC-Bayes Analysis for Recalibration in Classification
ICML 2025Poster
一作22
Information-theoretic Generalization Analysis for Vector-Quantized VAEs
ICLR 2025Rejected
二作18
Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective
NeurIPS 2024Poster
二作18
Information-theoretic Generalization Analysis for Expected Calibration Error
NeurIPS 2024Poster
二作17
Convergence of SVGD in KL divergence via approximate gradient flow
ICLR 2024Rejected
一作