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Ryohei Fujimaki

14 papers · 2012–2018 · 4 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (15) πŸ† Keyword Champion (7) πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (67) πŸ’Ž Century Club (14) πŸ“ˆ Trend Setter

Conferences

ICML (5) NIPS (5) AISTATS (2) IJCAI (2)

Top co-authors

Shinji Ito (3) Ji Liu (3) Akihiro Yabe (2) Yusuke Muraoka (2) Satoshi Morinaga (2) Kohei Hayashi (2) Jieping Ye (1) Feiping Nie (1) Haichuan Yang (1) Shupeng Gui (1)

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