Masahiro Fujisawa
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Cross-Pollinator
(8)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
generalization bound
(2)
stochastic gradient descent
(1)
non-convex optimization
(1)
variational inference
(1)
model calibration
(1)
likelihood-free inference
(1)
nearest neighbor
(1)
mutual information
(1)
kullback-leibler divergence
(1)
generalization error
(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)
estimation bia
(1)
fourier neural operator
(1)
Papers
PAC-Bayes Analysis for Recalibration in Classification
ICML 2025
Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective
NIPS 2024
Information-theoretic Generalization Analysis for Expected Calibration Error
NIPS 2024
Time-Independent Information-Theoretic Generalization Bounds for SGLD
NIPS 2023
Ξ³-ABC: Outlier-Robust Approximate Bayesian Computation Based on a Robust Divergence Estimator
AISTATS 2021
Multilevel Monte Carlo Variational Inference
JMLR 2021