Yoshiyuki Kabashima
10 papers · 2012–2024 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Conference Polyglot (7) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π Academic Marathon (12)
π
Cross-Pollinator
(12)
π
Century Club
(10)
Conferences
AISTATS (2)
JMLR (2)
NIPS (2)
AAAI (1)
ACML (1)
COLING (1)
ICLR (1)
Top co-authors
Keywords
ising model
(2)
lasso regression
(2)
model selection
(2)
approximate inference
(1)
bayesian inference
(1)
logistic regression
(1)
high-dimensional inference
(1)
message passing
(1)
multinomial logistic regression
(1)
sparse regression
(1)
expectation propagation
(1)
network reconstruction
(1)
support recovery
(1)
replica method
(1)
signal recovery
(1)
neuronal networks
(1)
elastic net
(1)
β1 regularization
(1)
graphical model
(1)
statistical mechanics
(1)
Papers
QCS-SGM+: Improved Quantized Compressed Sensing with Score-Based Generative Models
AAAI 2024
Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems
ACML 2024
Quantized Compressed Sensing with Score-Based Generative Models
ICLR 2023
On Model Selection Consistency of Lasso for High-Dimensional Ising Models
AISTATS 2023
Average case analysis of Lasso under ultra sparse conditions
AISTATS 2023
Ising Model Selection Using $\ell_{1}$-Regularized Linear Regression: A Statistical Mechanics Analysis
NIPS 2021
Semi-Analytic Resampling in Lasso
JMLR 2019
Accelerating Cross-Validation in Multinomial Logistic Regression with $\ell_1$-Regularization
JMLR 2018
Objective and efficient inference for couplings in neuronal networks
NIPS 2018
Statistical Mechanical Analysis of Semantic Orientations on Lexical Network
COLING 2012