Ryohei Fujimaki
14 papers · 2012–2018 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (11) π Conference Polyglot (4)
π
Academic Marathon
(6)
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Cross-Pollinator
(15)
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Keyword Champion
(7)
π₯
Unstoppable
(7)
ποΈ
Keyword Collector
(67)
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Century Club
(14)
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Trend Setter
Conferences
ICML (5)
NIPS (5)
AISTATS (2)
IJCAI (2)
Top co-authors
Keywords
model selection
(7)
bayesian inference
(7)
factorized information criterion
(3)
factorized asymptotic bayesian
(3)
variational inference
(3)
convex optimization
(3)
bayesian model selection
(2)
asymptotic analysis
(2)
marginal likelihood
(2)
feature selection
(2)
factorized asymptotic bayesian inference
(2)
cardinality constraint
(2)
price optimization
(2)
revenue maximization
(2)
policy search
(1)
sparse feature selection
(1)
principal component analysis
(1)
linear programming
(1)
group lasso
(1)
indian buffet process
(1)
Papers
Unbiased Objective Estimation in Predictive Optimization
ICML 2018
On The Projection Operator to A Three-view Cardinality Constrained Set
ICML 2017
Factorized Asymptotic Bayesian Policy Search for POMDPs
IJCAI 2017
Scalable Model Selection for Belief Networks
NIPS 2017
Robust Quadratic Programming for Price Optimization
IJCAI 2017
Large-Scale Price Optimization via Network Flow
NIPS 2016
Scalable Model Selection for Large-Scale Factorial Relational Models
ICML 2015
Rebuilding Factorized Information Criterion: Asymptotically Accurate Marginal Likelihood
ICML 2015
Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint
ICML 2014
Exclusive Feature Learning on Arbitrary Structures via $\ell_{1,2}$-norm
NIPS 2014
Partition-wise Linear Models
NIPS 2014
Fully-Automatic Bayesian Piecewise Sparse Linear Models
AISTATS 2014
Factorized Asymptotic Bayesian Inference for Latent Feature Models
NIPS 2013
Factorized Asymptotic Bayesian Inference for Mixture Modeling
AISTATS 2012