Akinori Tanaka
5 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Hot Topic Early Bird
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Conference Pioneer
Venues
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Research topics
Keywords
multi-objective optimization
(3)
pareto set
(2)
bezier simplex
(2)
image generation
(1)
optimal transport
(1)
group lasso
(1)
diffusion model
(1)
convergence rate
(1)
generative adversarial network
(1)
score-based generative model
(1)
pareto front
(1)
probability flow ode
(1)
backward stochastic differential equation
(1)
surface fitting
(1)
bézier simplex fitting
(1)
simplicial structure
(1)
asymptotic risk analysis
(1)
bezier simplex fitting
(1)
optimal subsample ratio
(1)
simplex structure
(1)
Papers
Stochastic Gradient Descent for Bézier Simplex Representation of Pareto Set in Multi-Objective Optimization
AISTATS 2025
Understanding Diffusion Models by Feynman’s Path Integral
ICML 2024
Asymptotic Risk of Bézier Simplex Fitting
AAAI 2020
Bézier Simplex Fitting: Describing Pareto Fronts of´ Simplicial Problems with Small Samples in Multi-Objective Optimization
AAAI 2019
Discriminator optimal transport
NeurIPS 2019