Takeru Matsuda
7 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π
Keyword Champion
(2)
Conferences
AISTATS (4)
EMNLP (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
noise contrastive estimation
(3)
unnormalized model
(2)
representation learning
(2)
goodness-of-fit test
(2)
kernel methods
(2)
score matching
(2)
non-normalized model
(2)
stein discrepancy
(2)
statistical testing
(1)
asymptotic variance
(1)
nonparametric testing
(1)
riemannian manifold
(1)
mixture model
(1)
confidence interval
(1)
statistical efficiency
(1)
word embedding
(1)
missing datum
(1)
clustering method
(1)
information criterion
(1)
cross-lingual consistency
(1)
Papers
Exploring Intra and Inter-language Consistency in Embeddings with ICA
EMNLP 2024
Information criteria for non-normalized models
JMLR 2021
Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold
ICML 2021
Imputation estimators for unnormalized models with missing data
AISTATS 2020
A Stein Goodness-of-fit Test for Directional Distributions
AISTATS 2020
A Unified Statistically Efficient Estimation Framework for Unnormalized Models
AISTATS 2020
Estimation of Non-Normalized Mixture Models
AISTATS 2019