Kenta Oono

6 papers · 2019–2023 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ICML (2) NeurIPS (2) ICLR (1) JMLR (1)

Top co-authors

Taiji Suzuki (3) Isao Ishikawa (2) Masahiro Ikeda (2) Takeshi Teshima (2) Koichi Tojo (2) Masashi Sugiyama (2) Yuri Kinoshita (1) Yuichi Yoshida (1) Kenji Fukumizu (1) Shin-ichi Maeda (1)

Research topics

Deep Learning (6) Machine Learning (5) Architectures (5) Optimization & Theory · Machine Learning (4) Models (3) Core Methods (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

coupling flow (2) invertible neural network (2) graph neural network (2) nonparametric estimation (1) gradient boosting (1) spectral analysis (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) node classification (1) approximation theory (1) graph convolution (1) residual network (1) weight normalization (1) latent structure (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 NeurIPS 2020 Graph Neural Networks Exponentially Lose Expressive Power for Node Classification ICLR 2020 Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks NeurIPS 2020 Approximation and non-parametric estimation of ResNet-type convolutional neural networks ICML 2019