Kenji Yamanishi
11 papers · 2000–2023 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze
π
Conference Pioneer
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Century Club Β· Bronze
Top co-authors
Research topics
Keywords
hyperbolic space
(4)
graph embedding
(2)
ordinal embedding
(2)
ordinal relation
(2)
representation learning
(2)
subspace clustering
(2)
generalization error bound
(2)
multi-label learning
(1)
rademacher complexity
(1)
matrix factorization
(1)
generalization error
(1)
low-dimensional embedding
(1)
persistent homology
(1)
hierarchical structure
(1)
metric space
(1)
bayesian inference
(1)
logarithmic loss
(1)
latent representation
(1)
euclidean space
(1)
minimax regret
(1)
Papers
Adaptive Topological Feature via Persistent Homology: Filtration Learning for Point Clouds
NeurIPS 2023
Tight and fast generalization error bound of graph embedding in metric space
ICML 2023
Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic
NeurIPS 2021
Generalization Error Bound for Hyperbolic Ordinal Embedding
ICML 2021
Discovering Latent Class Labels for Multi-Label Learning
IJCAI 2020
Adaptive Minimax Regret against Smooth Logarithmic Losses over High-Dimensional l1-Balls via Envelope Complexity
AISTATS 2019
Attributed Subspace Clustering
IJCAI 2019
Hyperbolic Ordinal Embedding
ACML 2019
Orderly Subspace Clustering
AAAI 2019
Ranking Preserving Nonnegative Matrix Factorization
IJCAI 2018
Topic Analysis Using a Finite Mixture Model
ACL 2000