Yusuke Tanaka
8 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7)
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Cross-Pollinator
(5)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(21)
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Keyword Champion
(2)
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Conference Pioneer
Conferences
NIPS (3)
AAAI (2)
IJCAI (2)
AISTATS (1)
Top co-authors
Keywords
gaussian process
(4)
spatial datum
(2)
hamiltonian dynamics
(2)
variational inference
(1)
hierarchical modeling
(1)
em algorithm
(1)
bayesian inference
(1)
expectation maximization
(1)
privacy preservation
(1)
network diffusion
(1)
map inference
(1)
exact inference
(1)
system identification
(1)
multivariate regression
(1)
coordinate descent
(1)
uncertainty quantification
(1)
spatial statistics
(1)
probabilistic model
(1)
latent variable model
(1)
transfer learning
(1)
Papers
Energy-consistent Neural Operators for Hamiltonian and Dissipative Partial Differential Equations
AISTATS 2025
Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective
NIPS 2024
Symplectic Neural Gaussian Processes for Meta-learning Hamiltonian Dynamics
IJCAI 2024
Symplectic Spectrum Gaussian Processes: Learning Hamiltonians from Noisy and Sparse Data
NIPS 2022
Exact and Efficient Inference for Collective Flow Diffusion Model via Minimum Convex Cost Flow Algorithm
AAAI 2020
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs
NIPS 2019
Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities
AAAI 2019
Estimating Latent People Flow without Tracking Individuals
IJCAI 2018