Mahito Sugiyama
17 papers · 2010–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (15) π Conference Polyglot (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (11)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(31)
π
Grand Slam
π
Trend Setter
π₯
Unstoppable
(5)
π
Century Club
(17)
π
Conference Pioneer
ποΈ
Keyword Collector
(62)
Conferences
NIPS (5)
ICLR (3)
ICML (2)
IJCAI (2)
UAI (2)
AAAI (1)
ACML (1)
AISTATS (1)
Top co-authors
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