Yusuke Tanaka
8 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Conference Pioneer
ποΈ
Keyword Collector
(50)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory
(7)
Artificial Intelligence
(5)
Mathematics & Optimization
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Data Science & Analytics
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Core AI
(2)
Learning Types
(2)
Mathematics
(2)
Deep Learning
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
gaussian process
(4)
energy conservation
(2)
spatial data
(2)
hamiltonian dynamics
(2)
bayesian inference
(1)
hierarchical modeling
(1)
probabilistic modeling
(1)
expectation maximization
(1)
transfer learning
(1)
privacy preservation
(1)
automatic differentiation
(1)
uncertainty quantification
(1)
map inference
(1)
exact inference
(1)
multivariate regression
(1)
system identification
(1)
coordinate descent
(1)
network diffusion
(1)
spatial statistics
(1)
em algorithm
(1)
Papers
Energy-consistent Neural Operators for Hamiltonian and Dissipative Partial Differential Equations
AISTATS 2025
Symplectic Neural Gaussian Processes for Meta-learning Hamiltonian Dynamics
IJCAI 2024
Understanding the Expressivity and Trainability of Fourier Neural Operator: A Mean-Field Perspective
NeurIPS 2024
Symplectic Spectrum Gaussian Processes: Learning Hamiltonians from Noisy and Sparse Data
NeurIPS 2022
Exact and Efficient Inference for Collective Flow Diffusion Model via Minimum Convex Cost Flow Algorithm
AAAI 2020
Refining Coarse-Grained Spatial Data Using Auxiliary Spatial Data Sets with Various Granularities
AAAI 2019
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs
NeurIPS 2019
Estimating Latent People Flow without Tracking Individuals
IJCAI 2018