Masahiro Fujisawa
6 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
generalization bound
(2)
generalization error
(2)
mean field theory
(1)
non-convex optimization
(1)
variational inference
(1)
calibration
(1)
model calibration
(1)
likelihood-free inference
(1)
nearest neighbor
(1)
mutual information
(1)
kullback-leibler divergence
(1)
multi-class classification
(1)
variance reduction
(1)
outlier robustness
(1)
approximate bayesian computation
(1)
phase transition
(1)
stochastic gradient langevin dynamics
(1)
gradient estimator
(1)
expected calibration error
(1)
information-theoretic analysis
(1)
Papers
PAC-Bayes Analysis for Recalibration in Classification
ICML 2025
Information-theoretic Generalization Analysis for Expected Calibration Error
NeurIPS 2024
Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective
NeurIPS 2024
Time-Independent Information-Theoretic Generalization Bounds for SGLD
NeurIPS 2023
Multilevel Monte Carlo Variational Inference
JMLR 2021
γ-ABC: Outlier-Robust Approximate Bayesian Computation Based on a Robust Divergence Estimator
AISTATS 2021