Tomoyuki Obuchi
6 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
NIPS (3)
JMLR (2)
AISTATS (1)
Top co-authors
Keywords
ising model
(2)
lasso regression
(2)
model selection
(2)
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)
mean-field theory
(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 $\ell_{1}$-Regularized Linear Regression: A Statistical Mechanics Analysis
NIPS 2021
Semi-Analytic Resampling in Lasso
JMLR 2019
Objective and efficient inference for couplings in neuronal networks
NIPS 2018
Mean-field theory of graph neural networks in graph partitioning
NIPS 2018
Accelerating Cross-Validation in Multinomial Logistic Regression with $\ell_1$-Regularization
JMLR 2018