Kenta Oono
6 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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Hot Topic Early Bird
Conferences
ICML (2)
NIPS (2)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
invertible neural network
(2)
coupling flow
(2)
universal approximation
(1)
gradient boosting
(1)
generalization analysis
(1)
minimax optimal
(1)
generalization bound
(1)
latent representation
(1)
convolutional neural network
(1)
neural ordinary differential equation
(1)
normalizing flow
(1)
variational autoencoder
(1)
approximation theory
(1)
residual network
(1)
non-parametric estimation
(1)
latent structure
(1)
posterior collapse
(1)
universal approximator
(1)
decoder network
(1)
inverse lipschitz constraint
(1)
Papers
Controlling Posterior Collapse by an Inverse Lipschitz Constraint on the Decoder Network
ICML 2023
Universal Approximation Property of Invertible Neural Networks
JMLR 2023
Coupling-based Invertible Neural Networks Are Universal Diffeomorphism Approximators
NIPS 2020
Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks
NIPS 2020
Graph Neural Networks Exponentially Lose Expressive Power for Node Classification
ICLR 2020
Approximation and non-parametric estimation of ResNet-type convolutional neural networks
ICML 2019