| Higher-order factorization machines M Blondel, A Fujino, N Ueda, M Ishihata Advances in neural information processing systems 29, 2016 | 267 | 2016 |
| Polynomial networks and factorization machines: New insights and efficient training algorithms M Blondel, M Ishihata, A Fujino, N Ueda International Conference on Machine Learning, 850-858, 2016 | 101 | 2016 |
| Evaluating Abductive Hypotheses using an EM Algorithm on BDDs. K Inoue, T Sato, M Ishihata, Y Kameya, H Nabeshima IJCAI, 810-815, 2009 | 64 | 2009 |
| Propositionalizing the EM algorithm by BDDs M Ishihata, Y Kameya, T Sato, S Minato Transactions of the Japanese Society for Artificial Intelligence 25 (3), 475-484, 2010 | 54 | 2010 |
| Exact computation of influence spread by binary decision diagrams T Maehara, H Suzuki, M Ishihata Proceedings of the 26th International Conference on World Wide Web, 947-956, 2017 | 41 | 2017 |
| Statistical emerging pattern mining with multiple testing correction J Komiyama, M Ishihata, H Arimura, T Nishibayashi, S Minato Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017 | 28 | 2017 |
| Efficient bandit combinatorial optimization algorithm with zero-suppressed binary decision diagrams S Sakaue, M Ishihata, S Minato International Conference on Artificial Intelligence and Statistics, 585-594, 2018 | 19 | 2018 |
| Accelerated best-first search with upper-bound computation for submodular function maximization S Sakaue, M Ishihata Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 18 | 2018 |
| Approximate and exact enumeration of rule models S Hara, M Ishihata Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 17 | 2018 |
| Kinetic models and qualitative abstraction for relational learning in systems biology G Synnaeve, K Inoue, A Doncescu, H Nabeshima, Y Kameya, M Ishihata, ... BIOSTEC Bioinformatics 2011, 2011 | 13 | 2011 |
| An EM algorithm on BDDs with order encoding for logic-based probabilistic models M Ishihata, Y Kameya, T Sato, S Minato Proceedings of 2nd Asian Conference on Machine Learning, 161-176, 2010 | 12 | 2010 |
| Bayesian inference for statistical abduction using Markov chain Monte Carlo M Ishihata, T Sato Asian Conference on Machine Learning, 81-96, 2011 | 11 | 2011 |
| Vertical federated learning for higher-order factorization machines K Atarashi, M Ishihata Pacific-Asia Conference on Knowledge Discovery and Data Mining, 346-357, 2021 | 9 | 2021 |
| Computing np-hard repetitiveness measures via MAX-SAT H Bannai, K Goto, M Ishihata, S Kanda, D Köppl, T Nishimoto arXiv preprint arXiv:2207.02571, 2022 | 7 | 2022 |
| Designing survivable networks with zero-suppressed binary decision diagrams H Suzuki, M Ishihata, S Minato WALCOM: Algorithms and Computation: 14th International Conference, WALCOM …, 2020 | 7 | 2020 |
| Enumeration of nonequivalent substitutional structures using advanced data structure of binary decision diagram K Shinohara, A Seko, T Horiyama, M Ishihata, J Honda, I Tanaka The Journal of Chemical Physics 153 (10), 2020 | 6 | 2020 |
| Exact computation of strongly connected reliability by binary decision diagrams H Suzuki, M Ishihata, S Minato Combinatorial Optimization and Applications: 12th International Conference …, 2018 | 6 | 2018 |
| Fréchet kernel for trajectory data analysis K Takeuchi, M Imaizumi, S Kanda, Y Tabei, K Fujii, K Yoda, M Ishihata, ... Proceedings of the 29th International Conference on Advances in Geographic …, 2021 | 5 | 2021 |
| Fast message passing algorithm using ZDD-based local structure compilation M Ishihata, S Gao, S Minato Advanced Methodologies for Bayesian Networks, 117-128, 2017 | 4 | 2017 |
| Constraint-based probabilistic modeling for statistical abduction T Sato, M Ishihata, K Inoue Machine learning 83, 241-264, 2011 | 4 | 2011 |
Shin-ichi MinatoKyoto UniversityVerified email at i.kyoto-u.ac.jp