Naoki Marumo
6 papers · 2017–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Mathematics & Optimization
(4)
Optimization
(4)
Bayesian & Probabilistic · Machine Learning
(3)
Core Methods
(3)
Optimization & Theory
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core AI
(2)
Deep Learning
(1)
Architectures
(1)
Learning Types
(1)
Mathematics
(1)
Models
(1)
Keywords
convex optimization
(2)
probabilistic modeling
(2)
behavioral economics
(1)
parameter estimation
(1)
probabilistic generative model
(1)
optimal transport
(1)
sparse estimation
(1)
maximum likelihood estimation
(1)
map inference
(1)
discrete optimization
(1)
bipartite matching
(1)
linear programming
(1)
singular value decomposition
(1)
sparse optimization
(1)
decision making
(1)
inverse covariance matrix
(1)
graphical lasso
(1)
incentive mechanism
(1)
inverse covariance estimation
(1)
bayesian inference
(1)
Papers
Analytically Tractable Models for Decision Making under Present Bias
AAAI 2024
Optimal Transport with Cyclic Symmetry
AAAI 2024
Online Matching with Controllable Rewards and Arrival Probabilities
IJCAI 2022
Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm
NeurIPS 2021
Co-Occurrence Estimation from Aggregated Data with Auxiliary Information
AAAI 2020
SVD-Based Screening for the Graphical Lasso
IJCAI 2017