Tomoyuki Obuchi
6 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Keywords
model selection
(2)
ising model
(2)
lasso regression
(2)
approximate inference
(1)
logistic regression
(1)
high-dimensional inference
(1)
message passing
(1)
multinomial logistic regression
(1)
network reconstruction
(1)
graph partitioning
(1)
neuronal networks
(1)
elastic net
(1)
β1 regularization
(1)
graphical model
(1)
statistical mechanics
(1)
classification task
(1)
high-dimensional classification
(1)
resampling method
(1)
bootstrapped lasso
(1)
graph neural network
(1)
Papers
On Model Selection Consistency of Lasso for High-Dimensional Ising Models
AISTATS 2023
Ising Model Selection Using β_1-Regularized Linear Regression: A Statistical Mechanics Analysis
NeurIPS 2021
Semi-Analytic Resampling in Lasso
JMLR 2019
Accelerating Cross-Validation in Multinomial Logistic Regression with β_1-Regularization
JMLR 2018
Mean-field theory of graph neural networks in graph partitioning
NeurIPS 2018
Objective and efficient inference for couplings in neuronal networks
NeurIPS 2018