| 2018 | ICML | Unbiased Objective Estimation in Predictive Optimization. | Shinji Ito, Akihiro Yabe, Ryohei Fujimaki |
| 2018 | SDM | A Rare and Critical Condition Search Technique and its Application to Telescope Stray Light Analysis. | Keiichi Kisamori, Takashi Washio, Yoshio Kameda, Ryohei Fujimaki |
| 2017 | ICML | On The Projection Operator to A Three-view Cardinality Constrained Set. | Haichuan Yang, Shupeng Gui, Chuyang Ke, Daniel Stefankovic, Ryohei Fujimaki, Ji Liu |
| 2017 | IJCAI | Factorized Asymptotic Bayesian Policy Search for POMDPs. | Masaaki Imaizumi, Ryohei Fujimaki |
| 2017 | IJCAI | Robust Quadratic Programming for Price Optimization. | Akihiro Yabe, Shinji Ito, Ryohei Fujimaki |
| 2017 | KDD | Optimization Beyond Prediction: Prescriptive Price Optimization. | Shinji Ito, Ryohei Fujimaki |
| 2016 | ICDM | Streaming Model Selection via Online Factorized Asymptotic Bayesian Inference. | Chunchen Liu, Lu Feng, Ryohei Fujimaki |
| 2016 | KDD | Online Feature Selection: A Limited-Memory Substitution Algorithm and Its Asynchronous Parallel Variation. | Haichuan Yang, Ryohei Fujimaki, Yukitaka Kusumura, Ji Liu |
| 2015 | ICML | Rebuilding Factorized Information Criterion: Asymptotically Accurate Marginal Likelihood. | Kohei Hayashi, Shin-ichi Maeda, Ryohei Fujimaki |
| 2015 | ICML | Scalable Model Selection for Large-Scale Factorial Relational Models. | Chunchen Liu, Lu Feng, Ryohei Fujimaki, Yusuke Muraoka |
| 2015 | KDD | Trading Interpretability for Accuracy: Oblique Treed Sparse Additive Models. | Jialei Wang, Ryohei Fujimaki, Yosuke Motohashi |
| 2014 | AISTATS | Fully-Automatic Bayesian Piecewise Sparse Linear Models. | Riki Eto, Ryohei Fujimaki, Satoshi Morinaga, Hiroshi Tamano |
| 2014 | ICML | Forward-Backward Greedy Algorithms for General Convex Smooth Functions over A Cardinality Constraint. | Ji Liu, Jieping Ye, Ryohei Fujimaki |
| 2013 | IV | Arrangement of Low-Dimensional Parallel Coordinate Plots for High-Dimensional Data Visualization. | Haruka Suematsu, Yunzhu Zheng, Takayuki Itoh, Ryohei Fujimaki, Satoshi Morinaga, Yoshinobu Kawahara |
| 2012 | ICML | Factorized Asymptotic Bayesian Hidden Markov Models. | Ryohei Fujimaki, Kohei Hayashi |
| 2011 | KDD | Online heterogeneous mixture modeling with marginal and copula selection. | Ryohei Fujimaki, Yasuhiro Sogawa, Satoshi Morinaga |
| 2009 | ACML | Linear Time Model Selection for Mixture of Heterogeneous Components. | Ryohei Fujimaki, Satoshi Morinaga, Michinari Momma, Kenji Aoki, Takayuki Nakata |
| 2009 | KDD | Network anomaly detection based on Eigen equation compression. | Shunsuke Hirose, Kenji Yamanishi, Takayuki Nakata, Ryohei Fujimaki |
| 2008 | ICDM | Anomaly Detection Support Vector Machine and Its Application to Fault Diagnosis. | Ryohei Fujimaki |
| 2008 | SDM | Theorectical Analysis of Subsequence Time-Series Clustering from a Frequency-Analysis Viewpoint. | Ryohei Fujimaki, Shunsuke Hirose, Takayuki Nakata |
| 2008 | SDM | Mining Abnormal Patterns from Heterogeneous Time-Series with Irrelevant Features for Fault Event Detection. | Ryohei Fujimaki, Takayuki Nakata, Hidenori Tsukahara, Akinori Sato |
| 2005 | KDD | An approach to spacecraft anomaly detection problem using kernel feature space. | Ryohei Fujimaki, Takehisa Yairi, Kazuo Machida |
| 2005 | PAKDD | An Anomaly Detection Method for Spacecraft Using Relevance Vector Learning. | Ryohei Fujimaki, Takehisa Yairi, Kazuo Machida |