← Authors

Mahito Sugiyama

17 papers · 2010–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (15) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (31) πŸ† Grand Slam πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (17) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (62)

Conferences

NIPS (5) ICLR (3) ICML (2) IJCAI (2) UAI (2) AAAI (1) ACML (1) AISTATS (1)

Top co-authors

Ryuichi Kanoh (4) Kazu Ghalamkari (3) Karsten Borgwardt (3) Simon Luo (2) Koji Tsuda (2) Hiroyuki Nakahara (2) Karsten M. Borgwardt (1) Akihiro Yamamoto (1) Lamiae Azizi (1) Zhou Derun (1)

Keywords

kl divergence (3) tensor decomposition (2) information geometry (2) boltzmann machine (2) non-negative tensor (2) optimal transport (1) anomaly detection (1) probabilistic modeling (1) low-rank approximation (1) mean-field approximation (1) outlier detection (1) random walk (1) random walk kernels (1) probability distribution (1) blind source separation (1) hierarchical model (1) kullback-leibler divergence (1) high-dimensional data (1) gibbs sampling (1) nearest neighbor search (1)

Papers

Optimal Submanifold Structure in Log-linear Models UAI 2025
Linear Mode Connectivity in Differentiable Tree Ensembles ICLR 2025
Neural Tangent Kernels for Axis-Aligned Tree Ensembles ICML 2024
Analyzing Tree Architectures in Ensembles via Neural Tangent Kernel ICLR 2023
Many-body Approximation for Non-negative Tensors NIPS 2023
A Neural Tangent Kernel Perspective of Infinite Tree Ensembles ICLR 2022
Fast Rank-1 NMF for Missing Data with KL Divergence AISTATS 2022
Hierarchical probabilistic model for blind source separation via Legendre transformation UAI 2021
Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field Approximation NIPS 2021
Finding Statistically Significant Interactions between Continuous Features IJCAI 2019
Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions AAAI 2019
Legendre Decomposition for Tensors NIPS 2018
Tensor Balancing on Statistical Manifold ICML 2017
Halting in Random Walk Kernels NIPS 2015
Measuring Statistical Dependence via the Mutual Information Dimension IJCAI 2013
Rapid Distance-Based Outlier Detection via Sampling NIPS 2013
The Coding Divergence for Measuring the Complexity of Separating Two Sets ACML 2010