Futoshi Futami
13 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Cross-Pollinator (8)
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Taxonomy Completionist
(23)
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Century Club
(13)
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Keyword Collector
(55)
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Conference Pioneer
π₯
Unstoppable
(9)
Conferences
AISTATS (4)
NIPS (4)
ACML (2)
ICML (2)
AAAI (1)
Top co-authors
Keywords
bayesian inference
(5)
stochastic gradient langevin dynamics
(2)
generalization error
(2)
information theory
(2)
posterior approximation
(2)
variational inference
(2)
generalization bound
(2)
uncertainty quantification
(1)
variational bayesian inference
(1)
model misspecification
(1)
posterior distribution
(1)
gaussian process
(1)
mutual information
(1)
bayesian model averaging
(1)
exponential family
(1)
markov chain monte carlo
(1)
parameter inference
(1)
continuous optimization
(1)
kullback-leibler divergence
(1)
expectation propagation
(1)
Papers
Epistemic Uncertainty and Excess Risk in Variational Inference
AISTATS 2025
PAC-Bayes Analysis for Recalibration in Classification
ICML 2025
Information-theoretic Analysis of Bayesian Test Data Sensitivity
AISTATS 2024
Information-theoretic Generalization Analysis for Expected Calibration Error
NIPS 2024
Time-Independent Information-Theoretic Generalization Bounds for SGLD
NIPS 2023
Predictive variational Bayesian inference as risk-seeking optimization
AISTATS 2022
Scalable gradient matching based on state space Gaussian Processes
ACML 2021
Loss function based second-order Jensen inequality and its application to particle variational inference
NIPS 2021
Skew-symmetrically perturbed gradient flow for convex optimization
ACML 2021
Accelerating the diffusion-based ensemble sampling by non-reversible dynamics
ICML 2020
Bayesian Posterior Approximation via Greedy Particle Optimization
AAAI 2019
Variational Inference based on Robust Divergences
AISTATS 2018
Expectation Propagation for t-Exponential Family Using q-Algebra
NIPS 2017